Merge branch 'develop'

* develop:
  fix tests
  Code QA
  Update docs
  Todo
  Fix unit tests
  Fix test
  Fix test
  update unittests to run write
  tests
  update unittests
  Remove duplicate test
  QA
  update Relative Humidity Percentage and unittest
  Code QA
  update Relative Humidity Percentage
  update Relative Humidity Percentage

TODO.rst

@@ -4,3 +4,5 @@ TODO
 * add documentation to readthedocs
 * add mode to control units of output
 * poss change call of UTCI to use dew point temperature
+* utci, heat index adjusted and mean radiant temperature \
+fix for scalar values.

docs/guide/heatindex.rst

@@ -19,7 +19,13 @@ You need 2m temperature in kelvin and optional relative humidity
 as water vapour pressure, because this can be calculated from 2m temperature.
 
 .. code-block:: python
-    calculate_heat_index(2m temperature,relative humidity)
+    calculate_heat_index_simplified(2m temperature,relative humidity)
+
+use numpy array
+
+.. code-block:: python
+    calculate_heat_index_adjusted(2m temperature,2m dew point temperature)
+
 
 
 Interpret the Output

docs/guide/mrt.rst

@@ -9,10 +9,11 @@ How To Use
 
 These methods will return slightly different values. This is to be anticipated.
 
-**Mean Radiant Temperature**
 
+**Mean Radiant Temperature**
+Please use numpy arrays
 .. code-block:: python
-
+https://github.com/ecmwf-projects/thermofeel.git
     calculate_mean_radiant_temperature(surface-solar-radiation-downwards,surface-net-solar-radiation,
     Total-sky-direct-solar-radiation-at-surface, Surface-thermal-radiation-downwards,Surface-net-thermal-radiation,
     cosine-of-solar-zenith-angle)

docs/guide/utci.rst

@@ -9,6 +9,8 @@ More Information: https://rmets.onlinelibrary.wiley.com/doi/full/10.1002/gdj3.10
 
 How To Use
 ======================================
+Please use with numpy arrays.
+
 You will need 2m temperature in kelvin, mean radiant temperature in kelvin,
 relative humidity (calculated as shown below,using dew point temperature) and 10 meter height wind speed.
 

tests/at.csv

@@ -0,0 +1,50 @@
+5.100242432957708161e+01
+3.449740895610079860e+01
+2.074967507181270321e+00
+2.096941171926744119e+00
+2.160254141187522237e+00
+2.262479193843887515e+00
+2.338145633078909214e+00
+2.511509240779616903e+00
+2.599762969085702480e+00
+2.642738204950546788e+00
+2.801978837092974572e+00
+2.799831929862136803e+00
+2.851373327244516531e+00
+2.838405532193178260e+00
+2.810421970432855687e+00
+2.766849465700261135e+00
+2.671880179530717214e+00
+2.620345791258614554e+00
+2.583728871307698682e+00
+2.465442113011420133e+00
+2.399355705329412558e+00
+2.352226447969542278e+00
+2.264717458352549784e+00
+2.152606649338906664e+00
+2.035412884957622737e+00
+1.990729871611904400e+00
+2.464991514967704234e+01
+2.445104963689163924e+01
+2.389397117863717313e+01
+2.382617606048461312e+01
+2.383488495070884028e+01
+2.441405668515216121e+01
+2.504592470560618267e+01
+2.583905228331690296e+01
+2.774766396275197167e+01
+2.928022309433919190e+01
+3.174269497508419136e+01
+3.230018527240406456e+01
+3.263975143616852392e+01
+3.279010555501537283e+01
+3.269971309065846299e+01
+3.180222740076209220e+01
+3.125108149283875036e+01
+2.986900463940935424e+01
+2.901139119980211944e+01
+2.844745086027921843e+01
+2.713042435831607690e+01
+2.621993961092107384e+01
+2.515227198136460629e+01
+2.479812433401065164e+01

tests/es.csv

@@ -0,0 +1,50 @@
+6.231373855738132050e+01
+3.536824257589194076e+01
+8.186270877775042365e+00
+8.197886786038079521e+00
+8.226354491890694121e+00
+8.274084117549726614e+00
+8.309908473333162959e+00
+8.396004980435197496e+00
+8.442672735536355333e+00
+8.468840871922843405e+00
+8.556819252040510193e+00
+8.563343227615638042e+00
+8.565034033593093454e+00
+8.567937865032085654e+00
+8.560898540727283290e+00
+8.546374481866047645e+00
+8.503453422218631985e+00
+8.481242666543561626e+00
+8.461946267112033127e+00
+8.399021382421539172e+00
+8.362617305415396274e+00
+8.337252204806356204e+00
+8.292553554252124925e+00
+8.238392018699331132e+00
+8.157227878942180155e+00
+8.142870528059061641e+00
+2.574329226037627905e+01
+2.549632981958831834e+01
+2.489695248294750485e+01
+2.481535460160086970e+01
+2.483282194269867560e+01
+2.543155966353685571e+01
+2.608940740849445916e+01
+2.691357769084625673e+01
+2.893211563120852503e+01
+3.055630797741530813e+01
+3.310118561761350264e+01
+3.364435402120854945e+01
+3.395845241647587898e+01
+3.409790134262850358e+01
+3.400858107549151299e+01
+3.301311646513263298e+01
+3.247130750541010258e+01
+3.105673085479377349e+01
+3.027775663124069183e+01
+2.981068619989851953e+01
+2.848255992781740176e+01
+2.758870001507796488e+01
+2.642779982107996162e+01
+2.609746082655843580e+01

tests/heatindex.csv

@@ -0,0 +1,50 @@
+6.827130186236260556e+01
+5.214277189370140775e+01
+1.682293935382901040e+01
+1.685539648208555619e+01
+1.693476102350799195e+01
+1.706725621417447769e+01
+1.716623840618322561e+01
+1.740251366372957165e+01
+1.752964709951444178e+01
+1.760065008928896546e+01
+1.783788198943363668e+01
+1.785538351354481179e+01
+1.785991733068266996e+01
+1.786770188141765558e+01
+1.784882673114724128e+01
+1.780983656373932078e+01
+1.769425369006023629e+01
+1.763422930340979633e+01
+1.758196246261406870e+01
+1.741075080329713032e+01
+1.731115543909074006e+01
+1.724152295209444219e+01
+1.711833650217805669e+01
+1.696824367263228339e+01
+1.674160043503780670e+01
+1.670129155873075177e+01
+4.408692005277692516e+01
+4.384767867859928714e+01
+4.325829274956684145e+01
+4.317707195763226480e+01
+4.319447876459975788e+01
+4.378459045379910464e+01
+4.441878856337787340e+01
+4.519354131621288673e+01
+4.700623560532383749e+01
+4.838674527081376198e+01
+5.042948744642587400e+01
+5.084847589537083223e+01
+5.108824283855793880e+01
+5.119411205350203886e+01
+5.112634102963756533e+01
+5.036102083617055314e+01
+4.993645387109604883e+01
+4.879944343132233797e+01
+4.815452790528902938e+01
+4.776102037329750516e+01
+4.661231772102185289e+01
+4.581270163878123469e+01
+4.473948306702579458e+01
+4.442646366381388390e+01

tests/hia.csv

@@ -0,0 +1,50 @@
+3.458725496870650318e+01
+2.753202090057606455e+01
+2.505346642252182843e+00
+2.527942866520977550e+00
+2.581410506086155632e+00
+2.665109787679840636e+00
+2.728947966943108039e+00
+2.877069982889162603e+00
+2.953900747029199803e+00
+2.997614519213173345e+00
+3.141453061528736157e+00
+3.144478398946799036e+00
+3.144636133546166334e+00
+3.146080915445605530e+00
+3.132723074212174996e+00
+3.107108221629175659e+00
+3.034686610882578517e+00
+2.998263968738422935e+00
+2.967121444401550789e+00
+2.861509753374937404e+00
+2.801521237467328618e+00
+2.759282915374829503e+00
+2.683974295305892710e+00
+2.590833511790088473e+00
+2.450741349846528916e+00
+2.427614081669157375e+00
+2.133991871615402047e+01
+2.118991600173162837e+01
+2.080262905499432691e+01
+2.075933153431624589e+01
+2.078091137659317056e+01
+2.118487880027022996e+01
+2.159914511758204014e+01
+2.211388477387816209e+01
+2.331500455506077785e+01
+2.422383478322549522e+01
+2.558614707750683692e+01
+2.586078147382793802e+01
+2.601592479335354469e+01
+2.607903620291202884e+01
+2.603032603176823656e+01
+2.551524968034762963e+01
+2.524073858283702876e+01
+2.448622057959354947e+01
+2.405140323579498940e+01
+2.379253310419579037e+01
+2.303175685035486353e+01
+2.249363424920906240e+01
+2.177203973079396704e+01
+2.157011779914747507e+01

tests/humidex.csv

@@ -0,0 +1,50 @@
+3.181680820957683409e+01
+2.311586174154547280e+01
+1.071192815863128089e+00
+1.091873512557015147e+00
+1.140124923779183064e+00
+1.213456263083344311e+00
+1.269931980357910106e+00
+1.399191824490173985e+00
+1.465008253415817308e+00
+1.502805850196409665e+00
+1.626199440312461775e+00
+1.625461677247642456e+00
+1.624458710201452050e+00
+1.624259323651983777e+00
+1.611961310298283934e+00
+1.589122625784739284e+00
+1.525968606365154301e+00
+1.494708517208266585e+00
+1.468229878802844723e+00
+1.376817234598206596e+00
+1.325510854291053420e+00
+1.289251305304048856e+00
+1.224339627388246754e+00
+1.143444972855547803e+00
+1.021986149777490027e+00
+1.002701119892833503e+00
+1.802933237346644546e+01
+1.790227620392641938e+01
+1.756605762569824947e+01
+1.753287558588795036e+01
+1.755605580835072033e+01
+1.791384721269730562e+01
+1.827231683053258848e+01
+1.872146470549375863e+01
+1.976805739170981724e+01
+2.055768584523860909e+01
+2.175007803556746921e+01
+2.198870039006618526e+01
+2.212269128950930508e+01
+2.217487836393547695e+01
+2.213069640909662894e+01
+2.167733067302737027e+01
+2.144054831900109548e+01
+2.078175018061205037e+01
+2.039938995887564488e+01
+2.017452090762793659e+01
+1.951164397735078637e+01
+1.903915869488423596e+01
+1.840582772021519986e+01
+1.823222774900250442e+01

tests/mrtr.csv

@@ -0,0 +1,50 @@
+2.860406426008037784e+02
+2.861090036134117440e+02
+2.862937602769229102e+02
+2.865420744745272827e+02
+2.868114064298556514e+02
+2.871119740584474584e+02
+2.874246370378360211e+02
+2.877000955013742214e+02
+2.878504383950159422e+02
+2.879542445109591426e+02
+2.879697923986486785e+02
+2.879174809785870934e+02
+2.878002682345488665e+02
+2.875899145871997007e+02
+2.873507936252476611e+02
+2.871016284937660998e+02
+2.868293452926152440e+02
+2.866111500467481505e+02
+2.864877159415628398e+02
+2.864099654387674150e+02
+2.863160129099064761e+02
+2.862135254265532467e+02
+2.861295499073399924e+02
+2.860447100739661437e+02
+2.860406426008037784e+02
+2.861090036134117440e+02
+2.862937602769229102e+02
+2.865420744745272827e+02
+2.868114064298556514e+02
+2.871119740584474584e+02
+2.874246370378360211e+02
+2.877000955013742214e+02
+2.878504383950159422e+02
+2.879542445109591426e+02
+2.879697923986486785e+02
+2.879174809785870934e+02
+2.878002682345488665e+02
+2.875899145871997007e+02
+2.873507936252476611e+02
+2.871016284937660998e+02
+2.868293452926152440e+02
+2.866111500467481505e+02
+2.864877159415628398e+02
+2.864099654387674150e+02
+2.863160129099064761e+02
+2.862135254265532467e+02
+2.861295499073399924e+02
+2.860447100739661437e+02
+2.861295499073399924e+02
+2.860447100739661437e+02