Tutorial_1.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "85ddb056-93d1-452d-a38c-b1bf0c12aa7f",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Terrestrial water storage anomalies derived form GRACE\n",
    "\n",
    "\n",
    "Authors: Kiana and Iniobong\n",
    "\n",
    "To use this notebook, the shxarray package should be installed from https://github.com/ITC-Water-Resources/shxarray or from https://pypi.org/project/shxarray/\n",
    "\n",
    "The data used in this example is from ITSG Level-2 datasets https://www.tugraz.at/institute/ifg/downloads/gravity-field-models/itsg-grace2018#c194128\n",
    "\n",
    " \n",
    "Computing Terrestrial Water Storage change:\n",
    "\n",
    "Stokes coefficients from the GRACE solutions can be converted to an equivalent water height, but several processing steps are often needed to obtain good results. The steps are described as below:\n",
    "\n",
    "* Obtain time-anomalies by subtracting a static gravity field from the monthly solutions (more details about the static gravity filed models: https://icgem.gfz-potsdam.de/tom_longtime and https://ggos.org/item/global-gravity-field-models/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7eab8ed4-eb41-4d74-92fb-da2884783647",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "env: OPENBLAS_NUM_THREADS=4\n"
     ]
    }
   ],
   "source": [
    "%env OPENBLAS_NUM_THREADS=4"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a086c026-ca4d-4731-828d-68ad6817c0c4",
   "metadata": {},
   "source": [
    "## 01- Load the necessary python modules"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0189056-32f0-4f6f-ae7b-f2e889c829df",
   "metadata": {},
   "source": [
    "%load_ext autoreload \n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ec644e73-9574-4d58-8f25-492ad67cd609",
   "metadata": {},
   "outputs": [],
   "source": [
    "import xarray as xr\n",
    "import numpy as np\n",
    "import os\n",
    "import matplotlib.pyplot as plt\n",
    "import gzip\n",
    "import shxarray"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bd51e8b6-e797-4524-83f8-9e42e34bea5e",
   "metadata": {},
   "source": [
    "Read monthly solutions Stokes coefficients form directory path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ea19119f-f175-4782-a707-05f671853d01",
   "metadata": {},
   "outputs": [],
   "source": [
    "def load_icgem_files(datadir):\n",
    "\n",
    "    gsm = []\n",
    "    deg1_terms = []\n",
    "    term_c20 = []\n",
    "    files = os.listdir(datadir)\n",
    "\n",
    "    for file in files:\n",
    "        file_path = os.path.join(datadir, file)\n",
    "        if \"ITSG-Grace2018\" in file:\n",
    "            gsm.append(xr.open_dataset(file_path, engine=\"icgem\"))\n",
    "        if \"c20\" in file:\n",
    "            term_c20.append(xr.open_dataset(file_path, engine=\"icgem\"))\n",
    "        elif \"degree1\" in file:\n",
    "            deg1_terms.append(xr.open_dataset(file_path, engine=\"icgem\"))  ## Depending on the gravitational spherical harmonic model, the engine can be = \"gsmv6\"\n",
    "\n",
    "    if deg1_terms and term_c20:\n",
    "        deg1_cnm = xr.concat(deg1_terms, dim=\"time\").sortby(\"time\")\n",
    "        c20_cnm = xr.concat(term_c20, dim=\"time\").sortby(\"time\")\n",
    "        return deg1_cnm, c20_cnm\n",
    "    else:\n",
    "        dsgsm = xr.concat(gsm, dim=\"time\")\n",
    "        dsgsm = dsgsm.sortby('time')\n",
    "        return dsgsm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8aa1592f-fb4e-4f52-b48b-443dcc1bc33c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (time: 162, nm: 14641)\n",
       "Coordinates:\n",
       "  * nm       (nm) object MultiIndex\n",
       "  * n        (nm) int64 0 1 1 1 2 2 2 2 2 ... 120 120 120 120 120 120 120 120\n",
       "  * m        (nm) int64 0 0 1 -1 0 1 -1 2 ... -117 118 -118 119 -119 120 -120\n",
       "  * time     (time) datetime64[ns] 2002-04-15T12:00:00 ... 2017-06-15T12:00:00\n",
       "Data variables:\n",
       "    cnm      (time, nm) float64 1.0 0.0 0.0 ... -5.023e-10 -1.122e-09 -1.497e-09\n",
       "    sigcnm   (time, nm) float64 0.0 0.0 0.0 ... 1.601e-10 1.348e-10 1.341e-10\n",
       "Attributes:\n",
       "    nmaxfile:   120\n",
       "    nmax:       120\n",
       "    format:     icgem\n",
       "    norm:       fully_normalized\n",
       "    gm:         398600441500000.0\n",
       "    re:         6378136.3\n",
       "    modelname:  ITSG-Grace2018_n120_2012-09</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d40bd07e-c9c9-4eba-8216-4e5303a0a325' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d40bd07e-c9c9-4eba-8216-4e5303a0a325' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 162</li><li><span class='xr-has-index'>nm</span>: 14641</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-a4fdea5a-dbd4-43bc-b9a3-d6d9fa491fc8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a4fdea5a-dbd4-43bc-b9a3-d6d9fa491fc8' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>nm</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>MultiIndex</div><input id='attrs-f416213c-9edf-40b6-9a51-26abb107614c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f416213c-9edf-40b6-9a51-26abb107614c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b30d69a9-f70b-46eb-bacc-afd74990d0cf' class='xr-var-data-in' type='checkbox'><label for='data-b30d69a9-f70b-46eb-bacc-afd74990d0cf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([(0, 0), (1, 0), (1, 1), ..., (120, -119), (120, 120), (120, -120)],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>n</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 1 1 2 2 ... 120 120 120 120 120</div><input id='attrs-f7975a33-32f3-4e1d-b256-8d8a45f275a7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f7975a33-32f3-4e1d-b256-8d8a45f275a7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91972a28-7f04-4dc2-96bb-ff2a26293bb0' class='xr-var-data-in' type='checkbox'><label for='data-91972a28-7f04-4dc2-96bb-ff2a26293bb0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([  0,   1,   1, ..., 120, 120, 120])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>m</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 0 1 -1 0 ... 119 -119 120 -120</div><input id='attrs-9b93c272-caf4-4cc0-a61b-3ade36906dfa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9b93c272-caf4-4cc0-a61b-3ade36906dfa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ce161a28-17aa-4fa1-9946-9505badea3b0' class='xr-var-data-in' type='checkbox'><label for='data-ce161a28-17aa-4fa1-9946-9505badea3b0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([   0,    0,    1, ..., -119,  120, -120])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2002-04-15T12:00:00 ... 2017-06-...</div><input id='attrs-d8616831-068a-4cdb-b65d-6348aa29aaf4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d8616831-068a-4cdb-b65d-6348aa29aaf4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35456e08-1409-48eb-9a72-1e61fe8ac4f2' class='xr-var-data-in' type='checkbox'><label for='data-35456e08-1409-48eb-9a72-1e61fe8ac4f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2002-04-15T12:00:00.000000000&#x27;, &#x27;2002-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2002-08-15T12:00:00.000000000&#x27;, &#x27;2002-09-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2002-10-15T12:00:00.000000000&#x27;, &#x27;2002-11-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2002-12-15T12:00:00.000000000&#x27;, &#x27;2003-01-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-02-15T12:00:00.000000000&#x27;, &#x27;2003-03-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-04-15T12:00:00.000000000&#x27;, &#x27;2003-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-07-15T12:00:00.000000000&#x27;, &#x27;2003-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-09-15T12:00:00.000000000&#x27;, &#x27;2003-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-11-15T12:00:00.000000000&#x27;, &#x27;2003-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-01-15T12:00:00.000000000&#x27;, &#x27;2004-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-03-15T12:00:00.000000000&#x27;, &#x27;2004-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-05-15T12:00:00.000000000&#x27;, &#x27;2004-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-07-15T12:00:00.000000000&#x27;, &#x27;2004-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-09-15T12:00:00.000000000&#x27;, &#x27;2004-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-11-15T12:00:00.000000000&#x27;, &#x27;2004-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-01-15T12:00:00.000000000&#x27;, &#x27;2005-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-03-15T12:00:00.000000000&#x27;, &#x27;2005-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-05-15T12:00:00.000000000&#x27;, &#x27;2005-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-07-15T12:00:00.000000000&#x27;, &#x27;2005-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-09-15T12:00:00.000000000&#x27;, &#x27;2005-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-11-15T12:00:00.000000000&#x27;, &#x27;2005-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-01-15T12:00:00.000000000&#x27;, &#x27;2006-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-03-15T12:00:00.000000000&#x27;, &#x27;2006-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-05-15T12:00:00.000000000&#x27;, &#x27;2006-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-07-15T12:00:00.000000000&#x27;, &#x27;2006-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-09-15T12:00:00.000000000&#x27;, &#x27;2006-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-11-15T12:00:00.000000000&#x27;, &#x27;2006-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-01-15T12:00:00.000000000&#x27;, &#x27;2007-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-03-15T12:00:00.000000000&#x27;, &#x27;2007-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-05-15T12:00:00.000000000&#x27;, &#x27;2007-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-07-15T12:00:00.000000000&#x27;, &#x27;2007-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-09-15T12:00:00.000000000&#x27;, &#x27;2007-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-11-15T12:00:00.000000000&#x27;, &#x27;2007-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-01-15T12:00:00.000000000&#x27;, &#x27;2008-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-03-15T12:00:00.000000000&#x27;, &#x27;2008-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-05-15T12:00:00.000000000&#x27;, &#x27;2008-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-07-15T12:00:00.000000000&#x27;, &#x27;2008-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-09-15T12:00:00.000000000&#x27;, &#x27;2008-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-11-15T12:00:00.000000000&#x27;, &#x27;2008-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-01-15T12:00:00.000000000&#x27;, &#x27;2009-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-03-15T12:00:00.000000000&#x27;, &#x27;2009-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-05-15T12:00:00.000000000&#x27;, &#x27;2009-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-07-15T12:00:00.000000000&#x27;, &#x27;2009-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-09-15T12:00:00.000000000&#x27;, &#x27;2009-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-11-15T12:00:00.000000000&#x27;, &#x27;2009-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-01-15T12:00:00.000000000&#x27;, &#x27;2010-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-03-15T12:00:00.000000000&#x27;, &#x27;2010-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-05-15T12:00:00.000000000&#x27;, &#x27;2010-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-07-15T12:00:00.000000000&#x27;, &#x27;2010-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-09-15T12:00:00.000000000&#x27;, &#x27;2010-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-11-15T12:00:00.000000000&#x27;, &#x27;2010-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-02-15T12:00:00.000000000&#x27;, &#x27;2011-03-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-04-15T12:00:00.000000000&#x27;, &#x27;2011-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-07-15T12:00:00.000000000&#x27;, &#x27;2011-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-09-15T12:00:00.000000000&#x27;, &#x27;2011-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-11-15T12:00:00.000000000&#x27;, &#x27;2011-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-01-15T12:00:00.000000000&#x27;, &#x27;2012-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-03-15T12:00:00.000000000&#x27;, &#x27;2012-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-06-15T12:00:00.000000000&#x27;, &#x27;2012-07-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-08-15T12:00:00.000000000&#x27;, &#x27;2012-09-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-11-15T12:00:00.000000000&#x27;, &#x27;2012-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-01-15T12:00:00.000000000&#x27;, &#x27;2013-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-04-15T12:00:00.000000000&#x27;, &#x27;2013-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-06-15T12:00:00.000000000&#x27;, &#x27;2013-07-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-10-15T12:00:00.000000000&#x27;, &#x27;2013-11-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-12-15T12:00:00.000000000&#x27;, &#x27;2014-01-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2014-03-15T12:00:00.000000000&#x27;, &#x27;2014-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2014-05-15T12:00:00.000000000&#x27;, &#x27;2014-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2014-08-15T12:00:00.000000000&#x27;, &#x27;2014-09-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2014-10-15T12:00:00.000000000&#x27;, &#x27;2014-11-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2015-01-15T12:00:00.000000000&#x27;, &#x27;2015-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2015-03-15T12:00:00.000000000&#x27;, &#x27;2015-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2015-07-15T12:00:00.000000000&#x27;, &#x27;2015-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2015-09-15T12:00:00.000000000&#x27;, &#x27;2015-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-01-15T12:00:00.000000000&#x27;, &#x27;2016-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-03-15T12:00:00.000000000&#x27;, &#x27;2016-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-06-15T12:00:00.000000000&#x27;, &#x27;2016-07-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-08-15T12:00:00.000000000&#x27;, &#x27;2016-11-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-12-15T12:00:00.000000000&#x27;, &#x27;2017-01-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2017-03-15T12:00:00.000000000&#x27;, &#x27;2017-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2017-05-15T12:00:00.000000000&#x27;, &#x27;2017-06-15T12:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bf012536-d894-457b-b05e-99d74c46c58b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-bf012536-d894-457b-b05e-99d74c46c58b' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>cnm</span></div><div class='xr-var-dims'>(time, nm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.0 0.0 ... -1.122e-09 -1.497e-09</div><input id='attrs-7a8979f6-3451-4c86-90a8-fc008b014abf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a8979f6-3451-4c86-90a8-fc008b014abf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0073a380-7321-450e-bd7e-13cda404ba92' class='xr-var-data-in' type='checkbox'><label for='data-0073a380-7321-450e-bd7e-13cda404ba92' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>-</dd><dt><span>long_name :</span></dt><dd>Stokes Coefficients</dd><dt><span>gravtype :</span></dt><dd>stokes</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.00000000e+00,  0.00000000e+00,  0.00000000e+00, ...,\n",
       "        -5.31390398e-10, -6.01309250e-10, -1.09955423e-09],\n",
       "       [ 1.00000000e+00,  0.00000000e+00,  0.00000000e+00, ...,\n",
       "        -4.31163607e-10, -1.60118910e-09, -1.34041896e-09],\n",
       "       [ 1.00000000e+00,  0.00000000e+00,  0.00000000e+00, ...,\n",
       "        -2.80872020e-10, -1.11904025e-09, -1.61263182e-09],\n",
       "       ...,\n",
       "       [ 1.00000000e+00,  0.00000000e+00,  0.00000000e+00, ...,\n",
       "        -3.56322222e-10, -7.59845688e-10, -1.68274088e-09],\n",
       "       [ 1.00000000e+00,  0.00000000e+00,  0.00000000e+00, ...,\n",
       "        -5.18411508e-10, -9.96460205e-10, -1.51089557e-09],\n",
       "       [ 1.00000000e+00,  0.00000000e+00,  0.00000000e+00, ...,\n",
       "        -5.02344307e-10, -1.12231584e-09, -1.49679408e-09]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sigcnm</span></div><div class='xr-var-dims'>(time, nm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 ... 1.348e-10 1.341e-10</div><input id='attrs-33cf0b35-c21a-40d8-a3fe-f31f2334148c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-33cf0b35-c21a-40d8-a3fe-f31f2334148c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-56a03e05-85f0-42c3-8b7a-98258c6a4369' class='xr-var-data-in' type='checkbox'><label for='data-56a03e05-85f0-42c3-8b7a-98258c6a4369' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>-</dd><dt><span>long_name :</span></dt><dd>Standard deviation of the Stokes Coefficients</dd><dt><span>gravtype :</span></dt><dd>stokes</dd></dl></div><div class='xr-var-data'><pre>array([[0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        4.54376511e-10, 4.57247437e-10, 4.76589068e-10],\n",
       "       [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        9.99517133e-10, 9.48435808e-10, 9.96498812e-10],\n",
       "       [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        2.70077462e-10, 2.30628608e-10, 2.26961116e-10],\n",
       "       ...,\n",
       "       [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        1.56131082e-10, 1.51795701e-10, 1.51193923e-10],\n",
       "       [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        4.37819890e-11, 5.03699787e-11, 4.97690104e-11],\n",
       "       [0.00000000e+00, 0.00000000e+00, 0.00000000e+00, ...,\n",
       "        1.60065169e-10, 1.34829405e-10, 1.34091060e-10]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9cd60770-704f-4c51-a6c8-2be9a1bc6cc7' class='xr-section-summary-in' type='checkbox'  ><label for='section-9cd60770-704f-4c51-a6c8-2be9a1bc6cc7' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>nm<br>n<br>m</div></div><div class='xr-index-preview'>PandasMultiIndex</div><div></div><input id='index-35b21675-929f-41ab-8c2a-7ded78af2a6e' class='xr-index-data-in' type='checkbox'/><label for='index-35b21675-929f-41ab-8c2a-7ded78af2a6e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(MultiIndex([(  0,    0),\n",
       "            (  1,    0),\n",
       "            (  1,    1),\n",
       "            (  1,   -1),\n",
       "            (  2,    0),\n",
       "            (  2,    1),\n",
       "            (  2,   -1),\n",
       "            (  2,    2),\n",
       "            (  2,   -2),\n",
       "            (  3,    0),\n",
       "            ...\n",
       "            (120,  116),\n",
       "            (120, -116),\n",
       "            (120,  117),\n",
       "            (120, -117),\n",
       "            (120,  118),\n",
       "            (120, -118),\n",
       "            (120,  119),\n",
       "            (120, -119),\n",
       "            (120,  120),\n",
       "            (120, -120)],\n",
       "           name=&#x27;nm&#x27;, length=14641))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ad8741f2-c1cd-4545-9ac1-528a94f544c6' class='xr-index-data-in' type='checkbox'/><label for='index-ad8741f2-c1cd-4545-9ac1-528a94f544c6' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2002-04-15 12:00:00&#x27;, &#x27;2002-05-15 12:00:00&#x27;,\n",
       "               &#x27;2002-08-15 12:00:00&#x27;, &#x27;2002-09-15 12:00:00&#x27;,\n",
       "               &#x27;2002-10-15 12:00:00&#x27;, &#x27;2002-11-15 12:00:00&#x27;,\n",
       "               &#x27;2002-12-15 12:00:00&#x27;, &#x27;2003-01-15 12:00:00&#x27;,\n",
       "               &#x27;2003-02-15 12:00:00&#x27;, &#x27;2003-03-15 12:00:00&#x27;,\n",
       "               ...\n",
       "               &#x27;2016-06-15 12:00:00&#x27;, &#x27;2016-07-15 12:00:00&#x27;,\n",
       "               &#x27;2016-08-15 12:00:00&#x27;, &#x27;2016-11-15 12:00:00&#x27;,\n",
       "               &#x27;2016-12-15 12:00:00&#x27;, &#x27;2017-01-15 12:00:00&#x27;,\n",
       "               &#x27;2017-03-15 12:00:00&#x27;, &#x27;2017-04-15 12:00:00&#x27;,\n",
       "               &#x27;2017-05-15 12:00:00&#x27;, &#x27;2017-06-15 12:00:00&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=162, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c7a5d456-2ba4-4343-b7fe-b7505eeed986' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c7a5d456-2ba4-4343-b7fe-b7505eeed986' class='xr-section-summary' >Attributes: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>nmaxfile :</span></dt><dd>120</dd><dt><span>nmax :</span></dt><dd>120</dd><dt><span>format :</span></dt><dd>icgem</dd><dt><span>norm :</span></dt><dd>fully_normalized</dd><dt><span>gm :</span></dt><dd>398600441500000.0</dd><dt><span>re :</span></dt><dd>6378136.3</dd><dt><span>modelname :</span></dt><dd>ITSG-Grace2018_n120_2012-09</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (time: 162, nm: 14641)\n",
       "Coordinates:\n",
       "  * nm       (nm) object MultiIndex\n",
       "  * n        (nm) int64 0 1 1 1 2 2 2 2 2 ... 120 120 120 120 120 120 120 120\n",
       "  * m        (nm) int64 0 0 1 -1 0 1 -1 2 ... -117 118 -118 119 -119 120 -120\n",
       "  * time     (time) datetime64[ns] 2002-04-15T12:00:00 ... 2017-06-15T12:00:00\n",
       "Data variables:\n",
       "    cnm      (time, nm) float64 1.0 0.0 0.0 ... -5.023e-10 -1.122e-09 -1.497e-09\n",
       "    sigcnm   (time, nm) float64 0.0 0.0 0.0 ... 1.601e-10 1.348e-10 1.341e-10\n",
       "Attributes:\n",
       "    nmaxfile:   120\n",
       "    nmax:       120\n",
       "    format:     icgem\n",
       "    norm:       fully_normalized\n",
       "    gm:         398600441500000.0\n",
       "    re:         6378136.3\n",
       "    modelname:  ITSG-Grace2018_n120_2012-09"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datadir = '~/shared/Waterflux/data/ITSG_grace2018/monthly/monthly_deg120'\n",
    "#datadir = '~/shared/Waterflux/data/ITSG_grace2018/monthly/monthly_deg96'\n",
    "\n",
    "datadir = os.path.expanduser(datadir)\n",
    "\n",
    "ds = load_icgem_files(datadir)\n",
    "ds"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6c51c7e-9bb5-47f7-b5fd-30cb215dcc1c",
   "metadata": {},
   "source": [
    "## 03- Apply degree corrections"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "36f83d10-b811-480c-9834-2fde09212f42",
   "metadata": {},
   "outputs": [],
   "source": [
    "datadir = os.path.expanduser('~/shared/Waterflux/data/ITSG_grace2018/monthly/monthly_background')\n",
    "ds_deg1,ds_c20 = load_icgem_files(datadir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4383cb40-8138-4f64-b802-50c6537eb1ec",
   "metadata": {},
   "outputs": [],
   "source": [
    "c20 = ds_c20.cnm.sel(n=2, m =0)\n",
    "ds.cnm.loc[{'n': 2, 'm': 0}]= c20.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5b2ed98e-c474-45e3-aa5b-0b0f089d9691",
   "metadata": {},
   "outputs": [],
   "source": [
    "deg1_terms = ds_deg1.cnm.sel(n=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "defa5c48-84ba-4845-abd9-baa0b0ece228",
   "metadata": {},
   "outputs": [],
   "source": [
    "for m in [0, 1, -1]:\n",
    "    ds.cnm.loc[{'n': 1, 'm': m}] = deg1_terms.sel(m=m)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "604b3943-99af-419d-ac94-e3eb8b01344f",
   "metadata": {},
   "source": [
    "# 04 -Read the time-invariable static gravity field data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "1fb9f2f4-5e2c-446e-aec7-2ed4a42965b9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:  (nm: 40401)\n",
       "Coordinates:\n",
       "  * nm       (nm) object MultiIndex\n",
       "  * n        (nm) int64 0 1 1 1 2 2 2 2 2 ... 200 200 200 200 200 200 200 200\n",
       "  * m        (nm) int64 0 0 1 -1 0 1 -1 2 ... -197 198 -198 199 -199 200 -200\n",
       "Data variables:\n",
       "    cnm      (nm) float64 ...\n",
       "    sigcnm   (nm) float64 ...\n",
       "Attributes:\n",
       "    nmaxfile:   200\n",
       "    nmax:       200\n",
       "    format:     icgem\n",
       "    norm:       fully_normalized\n",
       "    gm:         398600441500000.0\n",
       "    re:         6378136.3\n",
       "    modelname:  ITSG-Grace2018s</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-bdd38725-945b-4c0a-8af0-8d784111655d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-bdd38725-945b-4c0a-8af0-8d784111655d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>nm</span>: 40401</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-08a9a233-a3a7-4eec-bc4b-01c1d02aa477' class='xr-section-summary-in' type='checkbox'  checked><label for='section-08a9a233-a3a7-4eec-bc4b-01c1d02aa477' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>nm</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>MultiIndex</div><input id='attrs-8ec5ab26-784e-4949-bf7b-ccb167c450e5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8ec5ab26-784e-4949-bf7b-ccb167c450e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4db20ac9-0dc3-41b2-84db-632e6971a287' class='xr-var-data-in' type='checkbox'><label for='data-4db20ac9-0dc3-41b2-84db-632e6971a287' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([(0, 0), (1, 0), (1, 1), ..., (200, -199), (200, 200), (200, -200)],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>n</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 1 1 2 2 ... 200 200 200 200 200</div><input id='attrs-f8a71e1c-2e8f-4495-bf10-b61af9c12608' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f8a71e1c-2e8f-4495-bf10-b61af9c12608' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8f368b8-80bc-4a6d-af62-38c729f47e6f' class='xr-var-data-in' type='checkbox'><label for='data-c8f368b8-80bc-4a6d-af62-38c729f47e6f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([  0,   1,   1, ..., 200, 200, 200])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>m</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 0 1 -1 0 ... 199 -199 200 -200</div><input id='attrs-6b492702-e731-4217-bfec-95769ce9c80c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6b492702-e731-4217-bfec-95769ce9c80c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5496cdd6-c653-4a64-8eda-83a499e1435e' class='xr-var-data-in' type='checkbox'><label for='data-5496cdd6-c653-4a64-8eda-83a499e1435e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([   0,    0,    1, ..., -199,  200, -200])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3b345c3b-bedb-4cd7-b6bf-c2e14c6e05b7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3b345c3b-bedb-4cd7-b6bf-c2e14c6e05b7' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>cnm</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3b783d61-a9da-4a4c-8149-72788751ce8a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3b783d61-a9da-4a4c-8149-72788751ce8a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-217ca308-57b7-4438-8943-3de067a28bcb' class='xr-var-data-in' type='checkbox'><label for='data-217ca308-57b7-4438-8943-3de067a28bcb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>-</dd><dt><span>long_name :</span></dt><dd>Stokes Coefficients</dd><dt><span>gravtype :</span></dt><dd>stokes</dd></dl></div><div class='xr-var-data'><pre>[40401 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sigcnm</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3740f64c-98a6-4863-b82a-e97ef6213265' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3740f64c-98a6-4863-b82a-e97ef6213265' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45259848-0370-4a55-871b-57a1e8516ce7' class='xr-var-data-in' type='checkbox'><label for='data-45259848-0370-4a55-871b-57a1e8516ce7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>-</dd><dt><span>long_name :</span></dt><dd>Standard deviation of the Stokes Coefficients</dd><dt><span>gravtype :</span></dt><dd>stokes</dd></dl></div><div class='xr-var-data'><pre>[40401 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-065cbd7b-2816-458c-b95c-6171f7f3cac2' class='xr-section-summary-in' type='checkbox'  ><label for='section-065cbd7b-2816-458c-b95c-6171f7f3cac2' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>nm<br>n<br>m</div></div><div class='xr-index-preview'>PandasMultiIndex</div><div></div><input id='index-c2de0ed7-b7f7-4455-9655-232668ceee8c' class='xr-index-data-in' type='checkbox'/><label for='index-c2de0ed7-b7f7-4455-9655-232668ceee8c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(MultiIndex([(  0,    0),\n",
       "            (  1,    0),\n",
       "            (  1,    1),\n",
       "            (  1,   -1),\n",
       "            (  2,    0),\n",
       "            (  2,    1),\n",
       "            (  2,   -1),\n",
       "            (  2,    2),\n",
       "            (  2,   -2),\n",
       "            (  3,    0),\n",
       "            ...\n",
       "            (200,  196),\n",
       "            (200, -196),\n",
       "            (200,  197),\n",
       "            (200, -197),\n",
       "            (200,  198),\n",
       "            (200, -198),\n",
       "            (200,  199),\n",
       "            (200, -199),\n",
       "            (200,  200),\n",
       "            (200, -200)],\n",
       "           name=&#x27;nm&#x27;, length=40401))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f57be35c-7ee3-4e73-9d28-ea218c22107a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f57be35c-7ee3-4e73-9d28-ea218c22107a' class='xr-section-summary' >Attributes: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>nmaxfile :</span></dt><dd>200</dd><dt><span>nmax :</span></dt><dd>200</dd><dt><span>format :</span></dt><dd>icgem</dd><dt><span>norm :</span></dt><dd>fully_normalized</dd><dt><span>gm :</span></dt><dd>398600441500000.0</dd><dt><span>re :</span></dt><dd>6378136.3</dd><dt><span>modelname :</span></dt><dd>ITSG-Grace2018s</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:  (nm: 40401)\n",
       "Coordinates:\n",
       "  * nm       (nm) object MultiIndex\n",
       "  * n        (nm) int64 0 1 1 1 2 2 2 2 2 ... 200 200 200 200 200 200 200 200\n",
       "  * m        (nm) int64 0 0 1 -1 0 1 -1 2 ... -197 198 -198 199 -199 200 -200\n",
       "Data variables:\n",
       "    cnm      (nm) float64 ...\n",
       "    sigcnm   (nm) float64 ...\n",
       "Attributes:\n",
       "    nmaxfile:   200\n",
       "    nmax:       200\n",
       "    format:     icgem\n",
       "    norm:       fully_normalized\n",
       "    gm:         398600441500000.0\n",
       "    re:         6378136.3\n",
       "    modelname:  ITSG-Grace2018s"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datadir = '~/shared/Waterflux/data/ITSG_grace2018/monthly/static'\n",
    "\n",
    "datadir = os.path.expanduser(datadir)\n",
    "name= \"ITSG-Grace2018s.gfc\"\n",
    "file_path = os.path.join(datadir, name)\n",
    "dsstatic = xr.open_dataset(file_path, engine=\"icgem\")\n",
    "dsstatic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "c6b200cc-abb3-40de-aef1-abdff8143902",
   "metadata": {},
   "outputs": [],
   "source": [
    "ds[\"dcnm\"]=ds.cnm-dsstatic.cnm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a16b3c60-5155-4955-b96c-2df2da38016b",
   "metadata": {},
   "outputs": [],
   "source": [
    "ds1 = ds.sh.truncate(ds.sh.nmax, 1)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b98eafba-e4e1-4c4a-bde9-da643e84b03d",
   "metadata": {},
   "source": [
    "# 05- Calculate terrestrial water storage change in spectral domain"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "2cc60835-3413-4afc-ae12-5374099a7646",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "shxarray-INFO: /home/jovyan/.cache/shxarray_storage/Love/geoslurp_dump_llove.sql already exists, no need to download)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
       "<defs>\n",
       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
       "</symbol>\n",
       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
       "</symbol>\n",
       "</defs>\n",
       "</svg>\n",
       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
       " *\n",
       " */\n",
       "\n",
       ":root {\n",
       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
       "  --xr-background-color: var(--jp-layout-color0, white);\n",
       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
       "}\n",
       "\n",
       "html[theme=dark],\n",
       "body[data-theme=dark],\n",
       "body.vscode-dark {\n",
       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
       "  --xr-border-color: #1F1F1F;\n",
       "  --xr-disabled-color: #515151;\n",
       "  --xr-background-color: #111111;\n",
       "  --xr-background-color-row-even: #111111;\n",
       "  --xr-background-color-row-odd: #313131;\n",
       "}\n",
       "\n",
       ".xr-wrap {\n",
       "  display: block !important;\n",
       "  min-width: 300px;\n",
       "  max-width: 700px;\n",
       "}\n",
       "\n",
       ".xr-text-repr-fallback {\n",
       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-header {\n",
       "  padding-top: 6px;\n",
       "  padding-bottom: 6px;\n",
       "  margin-bottom: 4px;\n",
       "  border-bottom: solid 1px var(--xr-border-color);\n",
       "}\n",
       "\n",
       ".xr-header > div,\n",
       ".xr-header > ul {\n",
       "  display: inline;\n",
       "  margin-top: 0;\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-obj-type,\n",
       ".xr-array-name {\n",
       "  margin-left: 2px;\n",
       "  margin-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-obj-type {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-sections {\n",
       "  padding-left: 0 !important;\n",
       "  display: grid;\n",
       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
       "}\n",
       "\n",
       ".xr-section-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-section-item input {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-item input + label {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label {\n",
       "  cursor: pointer;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-item input:enabled + label:hover {\n",
       "  color: var(--xr-font-color0);\n",
       "}\n",
       "\n",
       ".xr-section-summary {\n",
       "  grid-column: 1;\n",
       "  color: var(--xr-font-color2);\n",
       "  font-weight: 500;\n",
       "}\n",
       "\n",
       ".xr-section-summary > span {\n",
       "  display: inline-block;\n",
       "  padding-left: 0.5em;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label {\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in + label:before {\n",
       "  display: inline-block;\n",
       "  content: '►';\n",
       "  font-size: 11px;\n",
       "  width: 15px;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:disabled + label:before {\n",
       "  color: var(--xr-disabled-color);\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label:before {\n",
       "  content: '▼';\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked + label > span {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-section-summary,\n",
       ".xr-section-inline-details {\n",
       "  padding-top: 4px;\n",
       "  padding-bottom: 4px;\n",
       "}\n",
       "\n",
       ".xr-section-inline-details {\n",
       "  grid-column: 2 / -1;\n",
       "}\n",
       "\n",
       ".xr-section-details {\n",
       "  display: none;\n",
       "  grid-column: 1 / -1;\n",
       "  margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-array-wrap {\n",
       "  grid-column: 1 / -1;\n",
       "  display: grid;\n",
       "  grid-template-columns: 20px auto;\n",
       "}\n",
       "\n",
       ".xr-array-wrap > label {\n",
       "  grid-column: 1;\n",
       "  vertical-align: top;\n",
       "}\n",
       "\n",
       ".xr-preview {\n",
       "  color: var(--xr-font-color3);\n",
       "}\n",
       "\n",
       ".xr-array-preview,\n",
       ".xr-array-data {\n",
       "  padding: 0 5px !important;\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-array-data,\n",
       ".xr-array-in:checked ~ .xr-array-preview {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       ".xr-array-in:checked ~ .xr-array-data,\n",
       ".xr-array-preview {\n",
       "  display: inline-block;\n",
       "}\n",
       "\n",
       ".xr-dim-list {\n",
       "  display: inline-block !important;\n",
       "  list-style: none;\n",
       "  padding: 0 !important;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list li {\n",
       "  display: inline-block;\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "}\n",
       "\n",
       ".xr-dim-list:before {\n",
       "  content: '(';\n",
       "}\n",
       "\n",
       ".xr-dim-list:after {\n",
       "  content: ')';\n",
       "}\n",
       "\n",
       ".xr-dim-list li:not(:last-child):after {\n",
       "  content: ',';\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-has-index {\n",
       "  font-weight: bold;\n",
       "}\n",
       "\n",
       ".xr-var-list,\n",
       ".xr-var-item {\n",
       "  display: contents;\n",
       "}\n",
       "\n",
       ".xr-var-item > div,\n",
       ".xr-var-item label,\n",
       ".xr-var-item > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-even);\n",
       "  margin-bottom: 0;\n",
       "}\n",
       "\n",
       ".xr-var-item > .xr-var-name:hover span {\n",
       "  padding-right: 5px;\n",
       "}\n",
       "\n",
       ".xr-var-list > li:nth-child(odd) > div,\n",
       ".xr-var-list > li:nth-child(odd) > label,\n",
       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
       "  background-color: var(--xr-background-color-row-odd);\n",
       "}\n",
       "\n",
       ".xr-var-name {\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-var-dims {\n",
       "  grid-column: 2;\n",
       "}\n",
       "\n",
       ".xr-var-dtype {\n",
       "  grid-column: 3;\n",
       "  text-align: right;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-preview {\n",
       "  grid-column: 4;\n",
       "}\n",
       "\n",
       ".xr-index-preview {\n",
       "  grid-column: 2 / 5;\n",
       "  color: var(--xr-font-color2);\n",
       "}\n",
       "\n",
       ".xr-var-name,\n",
       ".xr-var-dims,\n",
       ".xr-var-dtype,\n",
       ".xr-preview,\n",
       ".xr-attrs dt {\n",
       "  white-space: nowrap;\n",
       "  overflow: hidden;\n",
       "  text-overflow: ellipsis;\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-var-name:hover,\n",
       ".xr-var-dims:hover,\n",
       ".xr-var-dtype:hover,\n",
       ".xr-attrs dt:hover {\n",
       "  overflow: visible;\n",
       "  width: auto;\n",
       "  z-index: 1;\n",
       "}\n",
       "\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  display: none;\n",
       "  background-color: var(--xr-background-color) !important;\n",
       "  padding-bottom: 5px !important;\n",
       "}\n",
       "\n",
       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
       ".xr-var-data-in:checked ~ .xr-var-data,\n",
       ".xr-index-data-in:checked ~ .xr-index-data {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       ".xr-var-data > table {\n",
       "  float: right;\n",
       "}\n",
       "\n",
       ".xr-var-name span,\n",
       ".xr-var-data,\n",
       ".xr-index-name div,\n",
       ".xr-index-data,\n",
       ".xr-attrs {\n",
       "  padding-left: 25px !important;\n",
       "}\n",
       "\n",
       ".xr-attrs,\n",
       ".xr-var-attrs,\n",
       ".xr-var-data,\n",
       ".xr-index-data {\n",
       "  grid-column: 1 / -1;\n",
       "}\n",
       "\n",
       "dl.xr-attrs {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  display: grid;\n",
       "  grid-template-columns: 125px auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt,\n",
       ".xr-attrs dd {\n",
       "  padding: 0;\n",
       "  margin: 0;\n",
       "  float: left;\n",
       "  padding-right: 10px;\n",
       "  width: auto;\n",
       "}\n",
       "\n",
       ".xr-attrs dt {\n",
       "  font-weight: normal;\n",
       "  grid-column: 1;\n",
       "}\n",
       "\n",
       ".xr-attrs dt:hover span {\n",
       "  display: inline-block;\n",
       "  background: var(--xr-background-color);\n",
       "  padding-right: 10px;\n",
       "}\n",
       "\n",
       ".xr-attrs dd {\n",
       "  grid-column: 2;\n",
       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2,\n",
       ".xr-no-icon {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;tws&#x27; (time: 162, nm: 14640)&gt;\n",
       "array([[ 2.13225571e-02,  6.31603642e-03, -1.46070734e-02, ...,\n",
       "         2.21550955e-02,  1.01923966e+00,  1.17056503e+00],\n",
       "       [-1.25740602e-03,  1.13329913e-02, -1.66096628e-02, ...,\n",
       "         3.09007920e-01, -1.84245386e+00,  4.81201165e-01],\n",
       "       [-1.89545740e-03,  1.47784819e-03,  1.02669347e-02, ...,\n",
       "         7.39148061e-01, -4.62525804e-01, -2.97882217e-01],\n",
       "       ...,\n",
       "       [ 1.22721888e-02,  9.67697444e-03, -4.97693244e-03, ...,\n",
       "         5.23206760e-01,  5.65502448e-01, -4.98536978e-01],\n",
       "       [ 1.91249167e-04,  1.15255401e-02, -9.62223560e-03, ...,\n",
       "         5.93011655e-02, -1.11697144e-01, -6.70926589e-03],\n",
       "       [-9.21925667e-03, -2.29233654e-03, -2.96261263e-03, ...,\n",
       "         1.05286096e-01, -4.71900685e-01,  3.36497065e-02]])\n",
       "Coordinates:\n",
       "  * nm       (nm) object MultiIndex\n",
       "  * n        (nm) int64 1 1 1 2 2 2 2 2 3 ... 120 120 120 120 120 120 120 120\n",
       "  * m        (nm) int64 0 1 -1 0 1 -1 2 -2 ... -117 118 -118 119 -119 120 -120\n",
       "  * time     (time) datetime64[ns] 2002-04-15T12:00:00 ... 2017-06-15T12:00:00\n",
       "Attributes:\n",
       "    units:      m\n",
       "    long_name:  Total water storage\n",
       "    gravtype:   tws</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'tws'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 162</li><li><span class='xr-has-index'>nm</span>: 14640</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-1286f992-25bd-418f-b423-ee55dd27b81f' class='xr-array-in' type='checkbox' checked><label for='section-1286f992-25bd-418f-b423-ee55dd27b81f' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>0.02132 0.006316 -0.01461 0.00971 ... -0.1088 0.1053 -0.4719 0.03365</span></div><div class='xr-array-data'><pre>array([[ 2.13225571e-02,  6.31603642e-03, -1.46070734e-02, ...,\n",
       "         2.21550955e-02,  1.01923966e+00,  1.17056503e+00],\n",
       "       [-1.25740602e-03,  1.13329913e-02, -1.66096628e-02, ...,\n",
       "         3.09007920e-01, -1.84245386e+00,  4.81201165e-01],\n",
       "       [-1.89545740e-03,  1.47784819e-03,  1.02669347e-02, ...,\n",
       "         7.39148061e-01, -4.62525804e-01, -2.97882217e-01],\n",
       "       ...,\n",
       "       [ 1.22721888e-02,  9.67697444e-03, -4.97693244e-03, ...,\n",
       "         5.23206760e-01,  5.65502448e-01, -4.98536978e-01],\n",
       "       [ 1.91249167e-04,  1.15255401e-02, -9.62223560e-03, ...,\n",
       "         5.93011655e-02, -1.11697144e-01, -6.70926589e-03],\n",
       "       [-9.21925667e-03, -2.29233654e-03, -2.96261263e-03, ...,\n",
       "         1.05286096e-01, -4.71900685e-01,  3.36497065e-02]])</pre></div></div></li><li class='xr-section-item'><input id='section-6b72a229-0fa9-48c1-b776-aa1de9386efa' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6b72a229-0fa9-48c1-b776-aa1de9386efa' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>nm</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>MultiIndex</div><input id='attrs-c142be50-079f-4856-b331-cec9d1b22ff1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c142be50-079f-4856-b331-cec9d1b22ff1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-368a791a-d16c-4f6d-ae32-5af18adfac2d' class='xr-var-data-in' type='checkbox'><label for='data-368a791a-d16c-4f6d-ae32-5af18adfac2d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([(1, 0), (1, 1), (1, -1), ..., (120, -119), (120, 120), (120, -120)],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>n</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 1 1 2 2 2 ... 120 120 120 120 120</div><input id='attrs-96efda9b-3a03-4808-aa2e-95b33bdf2c03' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-96efda9b-3a03-4808-aa2e-95b33bdf2c03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-92fceb4e-d475-4da4-ad32-81c231806213' class='xr-var-data-in' type='checkbox'><label for='data-92fceb4e-d475-4da4-ad32-81c231806213' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([  1,   1,   1, ..., 120, 120, 120])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>m</span></div><div class='xr-var-dims'>(nm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 -1 0 1 ... 119 -119 120 -120</div><input id='attrs-e1569de1-83b8-44d4-9b55-1d34f07407cf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e1569de1-83b8-44d4-9b55-1d34f07407cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-437b40cb-81a8-49d3-8d9b-08b7a501177b' class='xr-var-data-in' type='checkbox'><label for='data-437b40cb-81a8-49d3-8d9b-08b7a501177b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([   0,    1,   -1, ..., -119,  120, -120])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2002-04-15T12:00:00 ... 2017-06-...</div><input id='attrs-045e2bdf-4777-4aab-8913-519d18b62c9b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-045e2bdf-4777-4aab-8913-519d18b62c9b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8aeb70ff-2382-4801-b9e0-be3ff55f374a' class='xr-var-data-in' type='checkbox'><label for='data-8aeb70ff-2382-4801-b9e0-be3ff55f374a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2002-04-15T12:00:00.000000000&#x27;, &#x27;2002-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2002-08-15T12:00:00.000000000&#x27;, &#x27;2002-09-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2002-10-15T12:00:00.000000000&#x27;, &#x27;2002-11-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2002-12-15T12:00:00.000000000&#x27;, &#x27;2003-01-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-02-15T12:00:00.000000000&#x27;, &#x27;2003-03-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-04-15T12:00:00.000000000&#x27;, &#x27;2003-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-07-15T12:00:00.000000000&#x27;, &#x27;2003-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-09-15T12:00:00.000000000&#x27;, &#x27;2003-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2003-11-15T12:00:00.000000000&#x27;, &#x27;2003-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-01-15T12:00:00.000000000&#x27;, &#x27;2004-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-03-15T12:00:00.000000000&#x27;, &#x27;2004-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-05-15T12:00:00.000000000&#x27;, &#x27;2004-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-07-15T12:00:00.000000000&#x27;, &#x27;2004-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-09-15T12:00:00.000000000&#x27;, &#x27;2004-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2004-11-15T12:00:00.000000000&#x27;, &#x27;2004-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-01-15T12:00:00.000000000&#x27;, &#x27;2005-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-03-15T12:00:00.000000000&#x27;, &#x27;2005-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-05-15T12:00:00.000000000&#x27;, &#x27;2005-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-07-15T12:00:00.000000000&#x27;, &#x27;2005-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-09-15T12:00:00.000000000&#x27;, &#x27;2005-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2005-11-15T12:00:00.000000000&#x27;, &#x27;2005-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-01-15T12:00:00.000000000&#x27;, &#x27;2006-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-03-15T12:00:00.000000000&#x27;, &#x27;2006-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-05-15T12:00:00.000000000&#x27;, &#x27;2006-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-07-15T12:00:00.000000000&#x27;, &#x27;2006-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-09-15T12:00:00.000000000&#x27;, &#x27;2006-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2006-11-15T12:00:00.000000000&#x27;, &#x27;2006-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-01-15T12:00:00.000000000&#x27;, &#x27;2007-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-03-15T12:00:00.000000000&#x27;, &#x27;2007-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-05-15T12:00:00.000000000&#x27;, &#x27;2007-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-07-15T12:00:00.000000000&#x27;, &#x27;2007-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-09-15T12:00:00.000000000&#x27;, &#x27;2007-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2007-11-15T12:00:00.000000000&#x27;, &#x27;2007-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-01-15T12:00:00.000000000&#x27;, &#x27;2008-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-03-15T12:00:00.000000000&#x27;, &#x27;2008-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-05-15T12:00:00.000000000&#x27;, &#x27;2008-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-07-15T12:00:00.000000000&#x27;, &#x27;2008-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-09-15T12:00:00.000000000&#x27;, &#x27;2008-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2008-11-15T12:00:00.000000000&#x27;, &#x27;2008-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-01-15T12:00:00.000000000&#x27;, &#x27;2009-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-03-15T12:00:00.000000000&#x27;, &#x27;2009-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-05-15T12:00:00.000000000&#x27;, &#x27;2009-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-07-15T12:00:00.000000000&#x27;, &#x27;2009-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-09-15T12:00:00.000000000&#x27;, &#x27;2009-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2009-11-15T12:00:00.000000000&#x27;, &#x27;2009-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-01-15T12:00:00.000000000&#x27;, &#x27;2010-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-03-15T12:00:00.000000000&#x27;, &#x27;2010-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-05-15T12:00:00.000000000&#x27;, &#x27;2010-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-07-15T12:00:00.000000000&#x27;, &#x27;2010-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-09-15T12:00:00.000000000&#x27;, &#x27;2010-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2010-11-15T12:00:00.000000000&#x27;, &#x27;2010-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-02-15T12:00:00.000000000&#x27;, &#x27;2011-03-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-04-15T12:00:00.000000000&#x27;, &#x27;2011-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-07-15T12:00:00.000000000&#x27;, &#x27;2011-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-09-15T12:00:00.000000000&#x27;, &#x27;2011-10-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2011-11-15T12:00:00.000000000&#x27;, &#x27;2011-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-01-15T12:00:00.000000000&#x27;, &#x27;2012-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-03-15T12:00:00.000000000&#x27;, &#x27;2012-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-06-15T12:00:00.000000000&#x27;, &#x27;2012-07-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-08-15T12:00:00.000000000&#x27;, &#x27;2012-09-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2012-11-15T12:00:00.000000000&#x27;, &#x27;2012-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-01-15T12:00:00.000000000&#x27;, &#x27;2013-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-04-15T12:00:00.000000000&#x27;, &#x27;2013-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-06-15T12:00:00.000000000&#x27;, &#x27;2013-07-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-10-15T12:00:00.000000000&#x27;, &#x27;2013-11-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2013-12-15T12:00:00.000000000&#x27;, &#x27;2014-01-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2014-03-15T12:00:00.000000000&#x27;, &#x27;2014-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2014-05-15T12:00:00.000000000&#x27;, &#x27;2014-06-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2014-08-15T12:00:00.000000000&#x27;, &#x27;2014-09-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2014-10-15T12:00:00.000000000&#x27;, &#x27;2014-11-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2015-01-15T12:00:00.000000000&#x27;, &#x27;2015-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2015-03-15T12:00:00.000000000&#x27;, &#x27;2015-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2015-07-15T12:00:00.000000000&#x27;, &#x27;2015-08-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2015-09-15T12:00:00.000000000&#x27;, &#x27;2015-12-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-01-15T12:00:00.000000000&#x27;, &#x27;2016-02-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-03-15T12:00:00.000000000&#x27;, &#x27;2016-05-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-06-15T12:00:00.000000000&#x27;, &#x27;2016-07-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-08-15T12:00:00.000000000&#x27;, &#x27;2016-11-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2016-12-15T12:00:00.000000000&#x27;, &#x27;2017-01-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2017-03-15T12:00:00.000000000&#x27;, &#x27;2017-04-15T12:00:00.000000000&#x27;,\n",
       "       &#x27;2017-05-15T12:00:00.000000000&#x27;, &#x27;2017-06-15T12:00:00.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bb134cd8-d991-4a9d-8156-cfa1e1931e19' class='xr-section-summary-in' type='checkbox'  ><label for='section-bb134cd8-d991-4a9d-8156-cfa1e1931e19' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>nm<br>n<br>m</div></div><div class='xr-index-preview'>PandasMultiIndex</div><div></div><input id='index-db1fd699-3a2f-4ca5-9c9d-de2d289ea49c' class='xr-index-data-in' type='checkbox'/><label for='index-db1fd699-3a2f-4ca5-9c9d-de2d289ea49c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(MultiIndex([(  1,    0),\n",
       "            (  1,    1),\n",
       "            (  1,   -1),\n",
       "            (  2,    0),\n",
       "            (  2,    1),\n",
       "            (  2,   -1),\n",
       "            (  2,    2),\n",
       "            (  2,   -2),\n",
       "            (  3,    0),\n",
       "            (  3,    1),\n",
       "            ...\n",
       "            (120,  116),\n",
       "            (120, -116),\n",
       "            (120,  117),\n",
       "            (120, -117),\n",
       "            (120,  118),\n",
       "            (120, -118),\n",
       "            (120,  119),\n",
       "            (120, -119),\n",
       "            (120,  120),\n",
       "            (120, -120)],\n",
       "           name=&#x27;nm&#x27;, length=14640))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fd015a3e-7234-4692-b5d0-b112ad87b006' class='xr-index-data-in' type='checkbox'/><label for='index-fd015a3e-7234-4692-b5d0-b112ad87b006' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2002-04-15 12:00:00&#x27;, &#x27;2002-05-15 12:00:00&#x27;,\n",
       "               &#x27;2002-08-15 12:00:00&#x27;, &#x27;2002-09-15 12:00:00&#x27;,\n",
       "               &#x27;2002-10-15 12:00:00&#x27;, &#x27;2002-11-15 12:00:00&#x27;,\n",
       "               &#x27;2002-12-15 12:00:00&#x27;, &#x27;2003-01-15 12:00:00&#x27;,\n",
       "               &#x27;2003-02-15 12:00:00&#x27;, &#x27;2003-03-15 12:00:00&#x27;,\n",
       "               ...\n",
       "               &#x27;2016-06-15 12:00:00&#x27;, &#x27;2016-07-15 12:00:00&#x27;,\n",
       "               &#x27;2016-08-15 12:00:00&#x27;, &#x27;2016-11-15 12:00:00&#x27;,\n",
       "               &#x27;2016-12-15 12:00:00&#x27;, &#x27;2017-01-15 12:00:00&#x27;,\n",
       "               &#x27;2017-03-15 12:00:00&#x27;, &#x27;2017-04-15 12:00:00&#x27;,\n",
       "               &#x27;2017-05-15 12:00:00&#x27;, &#x27;2017-06-15 12:00:00&#x27;],\n",
       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=162, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5162054b-a237-4b5b-bc4c-f7ef8dcf6eea' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5162054b-a237-4b5b-bc4c-f7ef8dcf6eea' class='xr-section-summary' >Attributes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>Total water storage</dd><dt><span>gravtype :</span></dt><dd>tws</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'tws' (time: 162, nm: 14640)>\n",
       "array([[ 2.13225571e-02,  6.31603642e-03, -1.46070734e-02, ...,\n",
       "         2.21550955e-02,  1.01923966e+00,  1.17056503e+00],\n",
       "       [-1.25740602e-03,  1.13329913e-02, -1.66096628e-02, ...,\n",
       "         3.09007920e-01, -1.84245386e+00,  4.81201165e-01],\n",
       "       [-1.89545740e-03,  1.47784819e-03,  1.02669347e-02, ...,\n",
       "         7.39148061e-01, -4.62525804e-01, -2.97882217e-01],\n",
       "       ...,\n",
       "       [ 1.22721888e-02,  9.67697444e-03, -4.97693244e-03, ...,\n",
       "         5.23206760e-01,  5.65502448e-01, -4.98536978e-01],\n",
       "       [ 1.91249167e-04,  1.15255401e-02, -9.62223560e-03, ...,\n",
       "         5.93011655e-02, -1.11697144e-01, -6.70926589e-03],\n",
       "       [-9.21925667e-03, -2.29233654e-03, -2.96261263e-03, ...,\n",
       "         1.05286096e-01, -4.71900685e-01,  3.36497065e-02]])\n",
       "Coordinates:\n",
       "  * nm       (nm) object MultiIndex\n",
       "  * n        (nm) int64 1 1 1 2 2 2 2 2 3 ... 120 120 120 120 120 120 120 120\n",
       "  * m        (nm) int64 0 1 -1 0 1 -1 2 -2 ... -117 118 -118 119 -119 120 -120\n",
       "  * time     (time) datetime64[ns] 2002-04-15T12:00:00 ... 2017-06-15T12:00:00\n",
       "Attributes:\n",
       "    units:      m\n",
       "    long_name:  Total water storage\n",
       "    gravtype:   tws"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "datws=ds1.dcnm.sh.tws()\n",
    "display(datws)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f0ddeb9-e2f8-49d0-9f39-aab02d6fbb57",
   "metadata": {},
   "source": [
    "# 06- Calculate terrestrial water storage change in spatial domain globally"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e1ab001a-68c7-4b3b-aeb1-24e7e93a71af",
   "metadata": {},
   "outputs": [],
   "source": [
    "dsgrd=datws.sh.synthesis().to_dataset(name=\"tws\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "b686774d-b2f4-4bf7-bab2-4748cc9063f5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "islice=0\n",
    "dsgrd.tws[:,:,islice].plot(vmin=-10, vmax =10)\n",
    "dsgrd\n",
    "lats = dsgrd['lat'].values\n",
    "lons = dsgrd['lon'].values"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "354fb5d3-1a10-4638-a1f8-ac8c5a7fd9ce",
   "metadata": {},
   "source": [
    "# 07- Apply filters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "dd970d1b-ade1-4672-a4aa-0759fe95ccc2",
   "metadata": {},
   "outputs": [],
   "source": [
    "dsgrd[\"twsgauss\"]=datws.sh.filter('Gauss350').sh.synthesis()\n",
    "# Anisotropic decorrelation filter\n",
    "dsgrd[\"twsddk\"]=datws.sh.filter('DDK5').sh.synthesis()\n",
    "\n",
    "#dr_tm=datws.sh.filter('DDK8')\n",
    "#dsgrd[\"twsddk\"]=dr_tm.sh.synthesis(lon=[43,45],lat=[1,3])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "7ef85b8e-6f54-4dc7-b06e-7b49534226c1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.QuadMesh at 0x7f994d477790>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1500x800 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(ncols=2,nrows=1,figsize=(15, 8))\n",
    "vmin=-0.5\n",
    "vmax=0.5\n",
    "\n",
    "islice=0\n",
    "dsgrd.twsgauss[:,:,islice].plot(ax=axs[0],vmin=vmin,vmax=vmax)\n",
    "dsgrd.twsddk[:,:,islice].plot(ax=axs[1],vmin=vmin,vmax=vmax)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3f5072d1-5f6a-496f-b6e6-ee8a157fc32e",
   "metadata": {},
   "source": [
    "## Other Filters??"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "pysh",
   "language": "python",
   "name": "pysh"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}