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| # Sphinx build info version 1 | ||
| # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
| config: c1a466e13780e5467658071063133287 | ||
| config: 5124740340b2386eadeb67159d9e4978 | ||
| tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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| # CONUS404 Access | ||
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| This section contains notebooks that demonstrate how to access and perform basic data manipulation for the CONUS404 dataset. These methods are likely applicable to many of the other key HyTEST datasets that can be opened with xarray. If you need help setting up a computing environment where you can run these notebooks, you should review the [Computing Environments](../environment_set_up/README.md) section of the documentation. | ||
| This section contains notebooks that demonstrate how to access and perform basic data manipulation for the [CONUS404 dataset](https://doi.org/10.5066/P9PHPK4F). | ||
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| We currently have four demonstrations: | ||
| In the CONUS404 intake sub-catalog (see [here](../dataset_catalog/README.md) for an explainer of our intake data catalog), you will see entries for four CONUS404 datasets: conus404-hourly, conus404-daily, conus404-monthly, and conus404-daily-diagnostic data. Each of these datasets is duplicated in three different storage locations (as the [intake catalog section](../dataset_catalog/README.md) also describes). The conus404-hourly data is a subset of the wrfout model output and conus404-daily-diagnostic is a subset from the wrfxtrm model output, both of which are described in the official [CONUS404 data release](https://doi.org/10.5066/P9PHPK4F). We also have conus404-daily and conus404-monthly files, which are just resampled from the conus404-hourly data. | ||
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| We currently have five notebooks to help demonstrate how to work with these datasets in a python workflow: | ||
| - [Explore CONUS404 Dataset](./conus404_explore.ipynb): opens the CONUS404 dataset, loads and plots the entire spatial | ||
| domain of a specified variable at a specfic time step, and loads and plots a time series of a variable at a specified coordinate pair. | ||
| - [CONUS404 Temporal Aggregation](./conus404_temporal_aggregation.ipynb): calculates a daily average of the CONUS404 hourly data. | ||
| - [CONUS404 Spatial Aggregation](./conus404_spatial_aggregation.ipynb): calculates the area-weighted mean of a specified | ||
| CONUS404 variable for all HUC12s in the Delaware River Basin. | ||
| - [CONUS404 Spatial Aggregation](./conus404_spatial_aggregation.ipynb): calculates the area-weighted mean of the CONUS404 data for all HUC12s in the Delaware River Basin. | ||
| - [CONUS404 Point Selection](./conus404_point_selection.ipynb): samples the CONUS404 data at a selection of gage locations using their lat/lon point coordinates. | ||
| - [CONUS404 Regridding (Curvilinear => Rectilinear)](./conus404_regrid.ipynb): regrids a subset of the CONUS404 dataset from a curvilinear grid to a rectilinear grid and saves the output to a netcdf file. The package used in this demo is not compatible with Windows. We hope to improve upon this methodology, and will likely update the package/technique used in the future. | ||
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| These methods are likely applicable to many of the other key HyTEST datasets that can be opened with xarray. | ||
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| *Note: If you need help setting up a computing environment where you can run these notebooks, you should review the [Computing Environments](../environment_set_up/README.md) section of the documentation.* |
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| /* | ||
| * _sphinx_javascript_frameworks_compat.js | ||
| * ~~~~~~~~~~ | ||
| * | ||
| * Compatability shim for jQuery and underscores.js. | ||
| * | ||
| * WILL BE REMOVED IN Sphinx 6.0 | ||
| * xref RemovedInSphinx60Warning | ||
| * | ||
| */ | ||
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| /** | ||
| * select a different prefix for underscore | ||
| */ | ||
| $u = _.noConflict(); | ||
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| /** | ||
| * small helper function to urldecode strings | ||
| * | ||
| * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL | ||
| */ | ||
| jQuery.urldecode = function(x) { | ||
| if (!x) { | ||
| return x | ||
| } | ||
| return decodeURIComponent(x.replace(/\+/g, ' ')); | ||
| }; | ||
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| /** | ||
| * small helper function to urlencode strings | ||
| */ | ||
| jQuery.urlencode = encodeURIComponent; | ||
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| /** | ||
| * This function returns the parsed url parameters of the | ||
| * current request. Multiple values per key are supported, | ||
| * it will always return arrays of strings for the value parts. | ||
| */ | ||
| jQuery.getQueryParameters = function(s) { | ||
| if (typeof s === 'undefined') | ||
| s = document.location.search; | ||
| var parts = s.substr(s.indexOf('?') + 1).split('&'); | ||
| var result = {}; | ||
| for (var i = 0; i < parts.length; i++) { | ||
| var tmp = parts[i].split('=', 2); | ||
| var key = jQuery.urldecode(tmp[0]); | ||
| var value = jQuery.urldecode(tmp[1]); | ||
| if (key in result) | ||
| result[key].push(value); | ||
| else | ||
| result[key] = [value]; | ||
| } | ||
| return result; | ||
| }; | ||
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| /** | ||
| * highlight a given string on a jquery object by wrapping it in | ||
| * span elements with the given class name. | ||
| */ | ||
| jQuery.fn.highlightText = function(text, className) { | ||
| function highlight(node, addItems) { | ||
| if (node.nodeType === 3) { | ||
| var val = node.nodeValue; | ||
| var pos = val.toLowerCase().indexOf(text); | ||
| if (pos >= 0 && | ||
| !jQuery(node.parentNode).hasClass(className) && | ||
| !jQuery(node.parentNode).hasClass("nohighlight")) { | ||
| var span; | ||
| var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg"); | ||
| if (isInSVG) { | ||
| span = document.createElementNS("http://www.w3.org/2000/svg", "tspan"); | ||
| } else { | ||
| span = document.createElement("span"); | ||
| span.className = className; | ||
| } | ||
| span.appendChild(document.createTextNode(val.substr(pos, text.length))); | ||
| node.parentNode.insertBefore(span, node.parentNode.insertBefore( | ||
| document.createTextNode(val.substr(pos + text.length)), | ||
| node.nextSibling)); | ||
| node.nodeValue = val.substr(0, pos); | ||
| if (isInSVG) { | ||
| var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect"); | ||
| var bbox = node.parentElement.getBBox(); | ||
| rect.x.baseVal.value = bbox.x; | ||
| rect.y.baseVal.value = bbox.y; | ||
| rect.width.baseVal.value = bbox.width; | ||
| rect.height.baseVal.value = bbox.height; | ||
| rect.setAttribute('class', className); | ||
| addItems.push({ | ||
| "parent": node.parentNode, | ||
| "target": rect}); | ||
| } | ||
| } | ||
| } | ||
| else if (!jQuery(node).is("button, select, textarea")) { | ||
| jQuery.each(node.childNodes, function() { | ||
| highlight(this, addItems); | ||
| }); | ||
| } | ||
| } | ||
| var addItems = []; | ||
| var result = this.each(function() { | ||
| highlight(this, addItems); | ||
| }); | ||
| for (var i = 0; i < addItems.length; ++i) { | ||
| jQuery(addItems[i].parent).before(addItems[i].target); | ||
| } | ||
| return result; | ||
| }; | ||
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| /* | ||
| * backward compatibility for jQuery.browser | ||
| * This will be supported until firefox bug is fixed. | ||
| */ | ||
| if (!jQuery.browser) { | ||
| jQuery.uaMatch = function(ua) { | ||
| ua = ua.toLowerCase(); | ||
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| var match = /(chrome)[ \/]([\w.]+)/.exec(ua) || | ||
| /(webkit)[ \/]([\w.]+)/.exec(ua) || | ||
| /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) || | ||
| /(msie) ([\w.]+)/.exec(ua) || | ||
| ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) || | ||
| []; | ||
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| return { | ||
| browser: match[ 1 ] || "", | ||
| version: match[ 2 ] || "0" | ||
| }; | ||
| }; | ||
| jQuery.browser = {}; | ||
| jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true; | ||
| } |
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