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ISRIC
SoilGrids
soilgrids.notebooks
Commits
42c15b5d
Commit
42c15b5d
authored
5 years ago
by
Luís de Sousa
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42c15b5d
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['sg250m:ACDWRB_M_ss_250m', 'sg250m:AWCh1_M_sl1_250m', 'sg250m:AWCh1_M_sl2_250m', 'sg250m:AWCh1_M_sl3_250m', 'sg250m:AWCh1_M_sl4_250m', 'sg250m:AWCh1_M_sl5_250m', 'sg250m:AWCh1_M_sl6_250m', 'sg250m:AWCh1_M_sl7_250m', 'sg250m:AWCh2_M_sl1_250m', 'sg250m:AWCh2_M_sl2_250m', 'sg250m:AWCh2_M_sl3_250m', 'sg250m:AWCh2_M_sl4_250m', 'sg250m:AWCh2_M_sl5_250m', 'sg250m:AWCh2_M_sl6_250m', 'sg250m:AWCh2_M_sl7_250m', 'sg250m:AWCh3_M_sl1_250m', 'sg250m:AWCh3_M_sl2_250m', 'sg250m:AWCh3_M_sl3_250m', 'sg250m:AWCh3_M_sl4_250m', 'sg250m:AWCh3_M_sl5_250m', 'sg250m:AWCh3_M_sl6_250m', 'sg250m:AWCh3_M_sl7_250m', 'sg250m:AWCtS_M_sl1_250m', 'sg250m:AWCtS_M_sl2_250m', 'sg250m:AWCtS_M_sl3_250m', 'sg250m:AWCtS_M_sl4_250m', 'sg250m:AWCtS_M_sl5_250m', 'sg250m:AWCtS_M_sl6_250m', 'sg250m:AWCtS_M_sl7_250m', 'sg250m:BDRICM_M_250m', 'sg250m:BDRLOG_M_250m', 'sg250m:BDTICM_M_250m', 'sg250m:BLDFIE_M_sl1_250m', 'sg250m:BLDFIE_M_sl2_250m', 'sg250m:BLDFIE_M_sl3_250m', 'sg250m:BLDFIE_M_sl4_250m', 'sg250m:BLDFIE_M_sl5_250m', 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'sg250m:TAXNWRB_Haplic.Calcisols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Calcisols_250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Humic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols_250m', 'sg250m:TAXNWRB_Haplic.Chernozems_250m', 'sg250m:TAXNWRB_Haplic.Cryosols_250m', 'sg250m:TAXNWRB_Haplic.Ferralsols..Rhodic._250m', 'sg250m:TAXNWRB_Haplic.Ferralsols..Xanthic._250m', 'sg250m:TAXNWRB_Haplic.Ferralsols_250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Arenic._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols_250m', 'sg250m:TAXNWRB_Haplic.Gleysols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Gleysols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Gleysols_250m', 'sg250m:TAXNWRB_Haplic.Gypsisols_250m', 'sg250m:TAXNWRB_Haplic.Kastanozems_250m', 'sg250m:TAXNWRB_Haplic.Leptosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Leptosols_250m', 'sg250m:TAXNWRB_Haplic.Lixisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Lixisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Lixisols_250m', 'sg250m:TAXNWRB_Haplic.Luvisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Luvisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Luvisols_250m', 'sg250m:TAXNWRB_Haplic.Nitisols..Rhodic._250m', 'sg250m:TAXNWRB_Haplic.Phaeozems_250m', 'sg250m:TAXNWRB_Haplic.Planosols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Planosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Podzols_250m', 'sg250m:TAXNWRB_Haplic.Regosols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Regosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Regosols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Solonchaks..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Solonchaks_250m', 'sg250m:TAXNWRB_Haplic.Solonetz_250m', 'sg250m:TAXNWRB_Haplic.Umbrisols_250m', 'sg250m:TAXNWRB_Haplic.Vertisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Vertisols_250m', 'sg250m:TAXNWRB_Hemic.Histosols_250m', 'sg250m:TAXNWRB_Histic.Albeluvisols_250m', 'sg250m:TAXNWRB_Hypoluvic.Arenosols_250m', 'sg250m:TAXNWRB_Leptic.Cambisols_250m', 'sg250m:TAXNWRB_Leptic.Luvisols_250m', 'sg250m:TAXNWRB_Leptic.Phaeozems_250m', 'sg250m:TAXNWRB_Leptic.Regosols_250m', 'sg250m:TAXNWRB_Leptic.Umbrisols_250m', 'sg250m:TAXNWRB_Lithic.Leptosols_250m', 'sg250m:TAXNWRB_Lixic.Plinthosols_250m', 'sg250m:TAXNWRB_Luvic.Calcisols_250m', 'sg250m:TAXNWRB_Luvic.Chernozems_250m', 'sg250m:TAXNWRB_Luvic.Phaeozems_250m', 'sg250m:TAXNWRB_Luvic.Planosols_250m', 'sg250m:TAXNWRB_Luvic.Stagnosols_250m', 'sg250m:TAXNWRB_Mollic.Gleysols_250m', 'sg250m:TAXNWRB_Mollic.Leptosols_250m', 'sg250m:TAXNWRB_Mollic.Solonetz_250m', 'sg250m:TAXNWRB_Mollic.Vertisols_250m', 'sg250m:TAXNWRB_Petric.Calcisols_250m', 'sg250m:TAXNWRB_Petric.Durisols_250m', 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'sg250m:TAXOUSDA_Argids_250m', 'sg250m:TAXOUSDA_Borolls_250m', 'sg250m:TAXOUSDA_Calcids_250m', 'sg250m:TAXOUSDA_Cambids_250m', 'sg250m:TAXOUSDA_Cryalfs_250m', 'sg250m:TAXOUSDA_Cryands_250m', 'sg250m:TAXOUSDA_Cryepts_250m', 'sg250m:TAXOUSDA_Cryids_250m', 'sg250m:TAXOUSDA_Cryods_250m', 'sg250m:TAXOUSDA_Cryolls_250m', 'sg250m:TAXOUSDA_Durids_250m', 'sg250m:TAXOUSDA_Fibrists_250m', 'sg250m:TAXOUSDA_Fluvents_250m', 'sg250m:TAXOUSDA_Folists_250m', 'sg250m:TAXOUSDA_Gelands_250m', 'sg250m:TAXOUSDA_Gelepts_250m', 'sg250m:TAXOUSDA_Gelods_250m', 'sg250m:TAXOUSDA_Gypsids_250m', 'sg250m:TAXOUSDA_Hemists_250m', 'sg250m:TAXOUSDA_Histels_250m', 'sg250m:TAXOUSDA_Humods_250m', 'sg250m:TAXOUSDA_Humults_250m', 'sg250m:TAXOUSDA_Ochrepts_250m', 'sg250m:TAXOUSDA_Orthels_250m', 'sg250m:TAXOUSDA_Orthents_250m', 'sg250m:TAXOUSDA_Orthods_250m', 'sg250m:TAXOUSDA_Perox_250m', 'sg250m:TAXOUSDA_Psamments_250m', 'sg250m:TAXOUSDA_Rendolls_250m', 'sg250m:TAXOUSDA_Salids_250m', 'sg250m:TAXOUSDA_Saprists_250m', 'sg250m:TAXOUSDA_Torrands_250m', 'sg250m:TAXOUSDA_Torrerts_250m', 'sg250m:TAXOUSDA_Torrox_250m', 'sg250m:TAXOUSDA_Turbels_250m', 'sg250m:TAXOUSDA_Udalfs_250m', 'sg250m:TAXOUSDA_Udands_250m', 'sg250m:TAXOUSDA_Udepts_250m', 'sg250m:TAXOUSDA_Uderts_250m', 'sg250m:TAXOUSDA_Udolls_250m', 'sg250m:TAXOUSDA_Udox_250m', 'sg250m:TAXOUSDA_Udults_250m', 'sg250m:TAXOUSDA_Ustalfs_250m', 'sg250m:TAXOUSDA_Ustands_250m', 'sg250m:TAXOUSDA_Ustepts_250m', 'sg250m:TAXOUSDA_Usterts_250m', 'sg250m:TAXOUSDA_Ustolls_250m', 'sg250m:TAXOUSDA_Ustox_250m', 'sg250m:TAXOUSDA_Ustults_250m', 'sg250m:TAXOUSDA_Vitrands_250m', 'sg250m:TAXOUSDA_Xeralfs_250m', 'sg250m:TAXOUSDA_Xerands_250m', 'sg250m:TAXOUSDA_Xerepts_250m', 'sg250m:TAXOUSDA_Xererts_250m', 'sg250m:TAXOUSDA_Xerolls_250m', 'sg250m:TAXOUSDA_Xerults_250m', 'sg250m:TEXMHT_M_sl1_250m', 'sg250m:TEXMHT_M_sl2_250m', 'sg250m:TEXMHT_M_sl3_250m', 'sg250m:TEXMHT_M_sl4_250m', 'sg250m:TEXMHT_M_sl5_250m', 'sg250m:TEXMHT_M_sl6_250m', 'sg250m:TEXMHT_M_sl7_250m', 'sg250m:WWP_M_sl1_250m', 'sg250m:WWP_M_sl2_250m', 'sg250m:WWP_M_sl3_250m', 'sg250m:WWP_M_sl4_250m', 'sg250m:WWP_M_sl5_250m', 'sg250m:WWP_M_sl6_250m', 'sg250m:WWP_M_sl7_250m', 'af250m_nutrient:af250m_nutrient_al_m_agg30cm', 'af250m_nutrient:af250m_nutrient_b_m_agg30cm', 'af250m_nutrient:af250m_nutrient_ca_m_agg30cm', 'af250m_nutrient:af250m_nutrient_cu_m_agg30cm', 'af250m_nutrient:af250m_nutrient_fe_m_agg30cm', 'af250m_nutrient:af250m_nutrient_k_m_agg30cm', 'af250m_nutrient:af250m_nutrient_mg_m_agg30cm', 'af250m_nutrient:af250m_nutrient_mn_m_agg30cm', 'af250m_nutrient:af250m_nutrient_n_m_agg30cm', 'af250m_nutrient:af250m_nutrient_na_m_agg30cm', 'af250m_nutrient:af250m_nutrient_ncluster_m', 'af250m_nutrient:af250m_nutrient_p_m_agg30cm', 'af250m_nutrient:af250m_nutrient_p_t_m_agg30cm', 'af250m_nutrient:af250m_nutrient_zn_m_agg30cm', 'gyga:gyga_af_agg_30cm_awcpf23__m_1km', 'gyga:gyga_af_agg_30cm_crfvol__m_1km', 'gyga:gyga_af_agg_30cm_pwp__m_1km', 'gyga:gyga_af_agg_30cm_tawcpf23__m_1km', 'gyga:gyga_af_agg_30cm_tawcpf23mm__m_1km', 'gyga:gyga_af_agg_30cm_tetas__m_1km', 'gyga:gyga_af_agg_30cm_texclss__m_1km', 'gyga:gyga_af_agg_erzd_awcpf23__m_1km', 'gyga:gyga_af_agg_erzd_crfvol__m_1km', 'gyga:gyga_af_agg_erzd_pwp__m_1km', 'gyga:gyga_af_agg_erzd_tawcpf23__m_1km', 'gyga:gyga_af_agg_erzd_tawcpf23mm__m_1km', 'gyga:gyga_af_agg_erzd_tetas__m_1km', 'gyga:gyga_af_agg_erzd_texclss__m_1km', 'gyga:gyga_af_awcpf23__m_sd1_1km', 'gyga:gyga_af_awcpf23__m_sd2_1km', 'gyga:gyga_af_awcpf23__m_sd3_1km', 'gyga:gyga_af_awcpf23__m_sd4_1km', 'gyga:gyga_af_awcpf23__m_sd5_1km', 'gyga:gyga_af_awcpf23__m_sd6_1km', 'gyga:gyga_af_erzd__m_1km', 'gyga:gyga_af_erzd_limfactor__m_1km', 'gyga:gyga_af_limfactor_t__m_sd1_1km', 'gyga:gyga_af_limfactor_t__m_sd2_1km', 'gyga:gyga_af_limfactor_t__m_sd3_1km', 'gyga:gyga_af_limfactor_t__m_sd4_1km', 'gyga:gyga_af_limfactor_t__m_sd5_1km', 'gyga:gyga_af_limfactor_t__m_sd6_1km', 'gyga:gyga_af_lri_t__m_sd1_1km', 'gyga:gyga_af_lri_t__m_sd2_1km', 'gyga:gyga_af_lri_t__m_sd3_1km', 'gyga:gyga_af_lri_t__m_sd4_1km', 'gyga:gyga_af_lri_t__m_sd5_1km', 'gyga:gyga_af_lri_t__m_sd6_1km', 'gyga:gyga_af_pwp__m_sd1_1km', 'gyga:gyga_af_pwp__m_sd2_1km', 'gyga:gyga_af_pwp__m_sd3_1km', 'gyga:gyga_af_pwp__m_sd4_1km', 'gyga:gyga_af_pwp__m_sd5_1km', 'gyga:gyga_af_pwp__m_sd6_1km', 'gyga:gyga_af_tetas__m_sd1_1km', 'gyga:gyga_af_tetas__m_sd2_1km', 'gyga:gyga_af_tetas__m_sd3_1km', 'gyga:gyga_af_tetas__m_sd4_1km', 'gyga:gyga_af_tetas__m_sd5_1km', 'gyga:gyga_af_tetas__m_sd6_1km', 'landforms:landforms_Canada_Blue_Marble_ll', 'landforms:landforms_TCI_low__HTL-V3_BFI-w2_Canada500m_ll', 'landforms:landforms_TCI_low__HTL-V3_BFI-w2_Canada500m_ll_alpha', 'landforms:landforms_can250mhs_ll', 'landforms:landforms_can_250_geomorph_ll', 'landforms:landforms_can_250_slope_v2_ll', 'landforms:landforms_can_250_slope_v2_ll_alpha', 'tz_carbon:tz_c_oc1', 'tz_carbon:tz_c_oc1pil', 'tz_carbon:tz_c_oc1piu', 'tz_carbon:tz_c_oc2', 'tz_carbon:tz_c_oc2pil', 'tz_carbon:tz_c_oc2piu', 'tz_carbon:tz_c_oc3', 'tz_carbon:tz_c_oc3pil', 'tz_carbon:tz_c_oc3piu', 'tz_carbon:tz_c_oc4', 'tz_carbon:tz_c_oc4pil', 'tz_carbon:tz_c_oc4piu']\n"
]
}
],
"source": [
"from owslib.wcs import WebCoverageService\n",
"wcs = WebCoverageService('http://data.isric.org/geoserver/ows?service=WCS', version='1.0.0')\n",
"print(list(wcs.contents))"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['GetCapabilities', 'DescribeCoverage', 'GetCoverage']\n"
]
}
],
"source": [
"print([op.name for op in wcs.operations])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"That is a large set of coverages, but it is easy to filter the dictionary. For instance, to get the name of all SoilGrids coverages:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['sg250m:ACDWRB_M_ss_250m', 'sg250m:AWCh1_M_sl1_250m', 'sg250m:AWCh1_M_sl2_250m', 'sg250m:AWCh1_M_sl3_250m', 'sg250m:AWCh1_M_sl4_250m', 'sg250m:AWCh1_M_sl5_250m', 'sg250m:AWCh1_M_sl6_250m', 'sg250m:AWCh1_M_sl7_250m', 'sg250m:AWCh2_M_sl1_250m', 'sg250m:AWCh2_M_sl2_250m', 'sg250m:AWCh2_M_sl3_250m', 'sg250m:AWCh2_M_sl4_250m', 'sg250m:AWCh2_M_sl5_250m', 'sg250m:AWCh2_M_sl6_250m', 'sg250m:AWCh2_M_sl7_250m', 'sg250m:AWCh3_M_sl1_250m', 'sg250m:AWCh3_M_sl2_250m', 'sg250m:AWCh3_M_sl3_250m', 'sg250m:AWCh3_M_sl4_250m', 'sg250m:AWCh3_M_sl5_250m', 'sg250m:AWCh3_M_sl6_250m', 'sg250m:AWCh3_M_sl7_250m', 'sg250m:AWCtS_M_sl1_250m', 'sg250m:AWCtS_M_sl2_250m', 'sg250m:AWCtS_M_sl3_250m', 'sg250m:AWCtS_M_sl4_250m', 'sg250m:AWCtS_M_sl5_250m', 'sg250m:AWCtS_M_sl6_250m', 'sg250m:AWCtS_M_sl7_250m', 'sg250m:BDRICM_M_250m', 'sg250m:BDRLOG_M_250m', 'sg250m:BDTICM_M_250m', 'sg250m:BLDFIE_M_sl1_250m', 'sg250m:BLDFIE_M_sl2_250m', 'sg250m:BLDFIE_M_sl3_250m', 'sg250m:BLDFIE_M_sl4_250m', 'sg250m:BLDFIE_M_sl5_250m', 'sg250m:BLDFIE_M_sl6_250m', 'sg250m:BLDFIE_M_sl7_250m', 'sg250m:CECSOL_M_sl1_250m', 'sg250m:CECSOL_M_sl2_250m', 'sg250m:CECSOL_M_sl3_250m', 'sg250m:CECSOL_M_sl4_250m', 'sg250m:CECSOL_M_sl5_250m', 'sg250m:CECSOL_M_sl6_250m', 'sg250m:CECSOL_M_sl7_250m', 'sg250m:CLYPPT_M_sl1_250m', 'sg250m:CLYPPT_M_sl2_250m', 'sg250m:CLYPPT_M_sl3_250m', 'sg250m:CLYPPT_M_sl4_250m', 'sg250m:CLYPPT_M_sl5_250m', 'sg250m:CLYPPT_M_sl6_250m', 'sg250m:CLYPPT_M_sl7_250m', 'sg250m:CRFVOL_M_sl1_250m', 'sg250m:CRFVOL_M_sl2_250m', 'sg250m:CRFVOL_M_sl3_250m', 'sg250m:CRFVOL_M_sl4_250m', 'sg250m:CRFVOL_M_sl5_250m', 'sg250m:CRFVOL_M_sl6_250m', 'sg250m:CRFVOL_M_sl7_250m', 'sg250m:HISTPR_250m', 'sg250m:OCDENS_M_sl1_250m', 'sg250m:OCDENS_M_sl2_250m', 'sg250m:OCDENS_M_sl3_250m', 'sg250m:OCDENS_M_sl4_250m', 'sg250m:OCDENS_M_sl5_250m', 'sg250m:OCDENS_M_sl6_250m', 'sg250m:OCDENS_M_sl7_250m', 'sg250m:OCSTHA_M_100cm_250m', 'sg250m:OCSTHA_M_200cm_250m', 'sg250m:OCSTHA_M_30cm_250m', 'sg250m:OCSTHA_M_sd1_250m', 'sg250m:OCSTHA_M_sd2_250m', 'sg250m:OCSTHA_M_sd3_250m', 'sg250m:OCSTHA_M_sd4_250m', 'sg250m:OCSTHA_M_sd5_250m', 'sg250m:OCSTHA_M_sd6_250m', 'sg250m:ORCDRC_M_sl1_250m', 'sg250m:ORCDRC_M_sl2_250m', 'sg250m:ORCDRC_M_sl3_250m', 'sg250m:ORCDRC_M_sl4_250m', 'sg250m:ORCDRC_M_sl5_250m', 'sg250m:ORCDRC_M_sl6_250m', 'sg250m:ORCDRC_M_sl7_250m', 'sg250m:PHIHOX_M_sl1_250m', 'sg250m:PHIHOX_M_sl2_250m', 'sg250m:PHIHOX_M_sl3_250m', 'sg250m:PHIHOX_M_sl4_250m', 'sg250m:PHIHOX_M_sl5_250m', 'sg250m:PHIHOX_M_sl6_250m', 'sg250m:PHIHOX_M_sl7_250m', 'sg250m:PHIKCL_M_sl1_250m', 'sg250m:PHIKCL_M_sl2_250m', 'sg250m:PHIKCL_M_sl3_250m', 'sg250m:PHIKCL_M_sl4_250m', 'sg250m:PHIKCL_M_sl5_250m', 'sg250m:PHIKCL_M_sl6_250m', 'sg250m:PHIKCL_M_sl7_250m', 'sg250m:SLGWRB_250m', 'sg250m:SLTPPT_M_sl1_250m', 'sg250m:SLTPPT_M_sl2_250m', 'sg250m:SLTPPT_M_sl3_250m', 'sg250m:SLTPPT_M_sl4_250m', 'sg250m:SLTPPT_M_sl5_250m', 'sg250m:SLTPPT_M_sl6_250m', 'sg250m:SLTPPT_M_sl7_250m', 'sg250m:SNDPPT_M_sl1_250m', 'sg250m:SNDPPT_M_sl2_250m', 'sg250m:SNDPPT_M_sl3_250m', 'sg250m:SNDPPT_M_sl4_250m', 'sg250m:SNDPPT_M_sl5_250m', 'sg250m:SNDPPT_M_sl6_250m', 'sg250m:SNDPPT_M_sl7_250m', 'sg250m:TAXNWRB_250m', 'sg250m:TAXNWRB_Acric.Ferralsols_250m', 'sg250m:TAXNWRB_Acric.Plinthosols_250m', 'sg250m:TAXNWRB_Albic.Arenosols_250m', 'sg250m:TAXNWRB_Albic.Luvisols_250m', 'sg250m:TAXNWRB_Alic.Nitisols_250m', 'sg250m:TAXNWRB_Aluandic.Andosols_250m', 'sg250m:TAXNWRB_Aric.Regosols_250m', 'sg250m:TAXNWRB_Calcaric.Regosols_250m', 'sg250m:TAXNWRB_Calcic.Chernozems_250m', 'sg250m:TAXNWRB_Calcic.Gleysols_250m', 'sg250m:TAXNWRB_Calcic.Gypsisols_250m', 'sg250m:TAXNWRB_Calcic.Histosols_250m', 'sg250m:TAXNWRB_Calcic.Kastanozems_250m', 'sg250m:TAXNWRB_Calcic.Luvisols_250m', 'sg250m:TAXNWRB_Calcic.Solonetz_250m', 'sg250m:TAXNWRB_Calcic.Vertisols_250m', 'sg250m:TAXNWRB_Cryic.Histosols_250m', 'sg250m:TAXNWRB_Cutanic.Alisols_250m', 'sg250m:TAXNWRB_Endogleyic.Cambisols_250m', 'sg250m:TAXNWRB_Endogleyic.Planosols_250m', 'sg250m:TAXNWRB_Ferralic.Arenosols_250m', 'sg250m:TAXNWRB_Ferralic.Cambisols_250m', 'sg250m:TAXNWRB_Fibric.Histosols_250m', 'sg250m:TAXNWRB_Gleyic.Luvisols_250m', 'sg250m:TAXNWRB_Gleyic.Podzols_250m', 'sg250m:TAXNWRB_Gleyic.Solonetz_250m', 'sg250m:TAXNWRB_Gypsic.Solonchaks_250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Alumic._250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Humic._250m', 'sg250m:TAXNWRB_Haplic.Acrisols_250m', 'sg250m:TAXNWRB_Haplic.Albeluvisols_250m', 'sg250m:TAXNWRB_Haplic.Alisols_250m', 'sg250m:TAXNWRB_Haplic.Andosols_250m', 'sg250m:TAXNWRB_Haplic.Arenosols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Arenosols_250m', 'sg250m:TAXNWRB_Haplic.Calcisols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Calcisols_250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Humic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols_250m', 'sg250m:TAXNWRB_Haplic.Chernozems_250m', 'sg250m:TAXNWRB_Haplic.Cryosols_250m', 'sg250m:TAXNWRB_Haplic.Ferralsols..Rhodic._250m', 'sg250m:TAXNWRB_Haplic.Ferralsols..Xanthic._250m', 'sg250m:TAXNWRB_Haplic.Ferralsols_250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Arenic._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols_250m', 'sg250m:TAXNWRB_Haplic.Gleysols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Gleysols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Gleysols_250m', 'sg250m:TAXNWRB_Haplic.Gypsisols_250m', 'sg250m:TAXNWRB_Haplic.Kastanozems_250m', 'sg250m:TAXNWRB_Haplic.Leptosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Leptosols_250m', 'sg250m:TAXNWRB_Haplic.Lixisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Lixisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Lixisols_250m', 'sg250m:TAXNWRB_Haplic.Luvisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Luvisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Luvisols_250m', 'sg250m:TAXNWRB_Haplic.Nitisols..Rhodic._250m', 'sg250m:TAXNWRB_Haplic.Phaeozems_250m', 'sg250m:TAXNWRB_Haplic.Planosols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Planosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Podzols_250m', 'sg250m:TAXNWRB_Haplic.Regosols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Regosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Regosols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Solonchaks..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Solonchaks_250m', 'sg250m:TAXNWRB_Haplic.Solonetz_250m', 'sg250m:TAXNWRB_Haplic.Umbrisols_250m', 'sg250m:TAXNWRB_Haplic.Vertisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Vertisols_250m', 'sg250m:TAXNWRB_Hemic.Histosols_250m', 'sg250m:TAXNWRB_Histic.Albeluvisols_250m', 'sg250m:TAXNWRB_Hypoluvic.Arenosols_250m', 'sg250m:TAXNWRB_Leptic.Cambisols_250m', 'sg250m:TAXNWRB_Leptic.Luvisols_250m', 'sg250m:TAXNWRB_Leptic.Phaeozems_250m', 'sg250m:TAXNWRB_Leptic.Regosols_250m', 'sg250m:TAXNWRB_Leptic.Umbrisols_250m', 'sg250m:TAXNWRB_Lithic.Leptosols_250m', 'sg250m:TAXNWRB_Lixic.Plinthosols_250m', 'sg250m:TAXNWRB_Luvic.Calcisols_250m', 'sg250m:TAXNWRB_Luvic.Chernozems_250m', 'sg250m:TAXNWRB_Luvic.Phaeozems_250m', 'sg250m:TAXNWRB_Luvic.Planosols_250m', 'sg250m:TAXNWRB_Luvic.Stagnosols_250m', 'sg250m:TAXNWRB_Mollic.Gleysols_250m', 'sg250m:TAXNWRB_Mollic.Leptosols_250m', 'sg250m:TAXNWRB_Mollic.Solonetz_250m', 'sg250m:TAXNWRB_Mollic.Vertisols_250m', 'sg250m:TAXNWRB_Petric.Calcisols_250m', 'sg250m:TAXNWRB_Petric.Durisols_250m', 'sg250m:TAXNWRB_Plinthic.Acrisols_250m', 'sg250m:TAXNWRB_Protic.Arenosols_250m', 'sg250m:TAXNWRB_Rendzic.Leptosols_250m', 'sg250m:TAXNWRB_Sapric.Histosols_250m', 'sg250m:TAXNWRB_Solodic.Planosols_250m', 'sg250m:TAXNWRB_Stagnic.Luvisols_250m', 'sg250m:TAXNWRB_Turbic.Cryosols_250m', 'sg250m:TAXNWRB_Umbric.Albeluvisols_250m', 'sg250m:TAXNWRB_Umbric.Ferralsols_250m', 'sg250m:TAXNWRB_Umbric.Gleysols_250m', 'sg250m:TAXNWRB_Vertic.Cambisols_250m', 'sg250m:TAXNWRB_Vertic.Luvisols_250m', 'sg250m:TAXNWRB_Vetic.Acrisols_250m', 'sg250m:TAXNWRB_Vitric.Andosols_250m', 'sg250m:TAXNWRB_Vitric.Cryosols_250m', 'sg250m:TAXOUSDA_250m', 'sg250m:TAXOUSDA_Albolls_250m', 'sg250m:TAXOUSDA_Aqualfs_250m', 'sg250m:TAXOUSDA_Aquands_250m', 'sg250m:TAXOUSDA_Aquents_250m', 'sg250m:TAXOUSDA_Aquepts_250m', 'sg250m:TAXOUSDA_Aquerts_250m', 'sg250m:TAXOUSDA_Aquods_250m', 'sg250m:TAXOUSDA_Aquolls_250m', 'sg250m:TAXOUSDA_Aquox_250m', 'sg250m:TAXOUSDA_Aquults_250m', 'sg250m:TAXOUSDA_Arents_250m', 'sg250m:TAXOUSDA_Argids_250m', 'sg250m:TAXOUSDA_Borolls_250m', 'sg250m:TAXOUSDA_Calcids_250m', 'sg250m:TAXOUSDA_Cambids_250m', 'sg250m:TAXOUSDA_Cryalfs_250m', 'sg250m:TAXOUSDA_Cryands_250m', 'sg250m:TAXOUSDA_Cryepts_250m', 'sg250m:TAXOUSDA_Cryids_250m', 'sg250m:TAXOUSDA_Cryods_250m', 'sg250m:TAXOUSDA_Cryolls_250m', 'sg250m:TAXOUSDA_Durids_250m', 'sg250m:TAXOUSDA_Fibrists_250m', 'sg250m:TAXOUSDA_Fluvents_250m', 'sg250m:TAXOUSDA_Folists_250m', 'sg250m:TAXOUSDA_Gelands_250m', 'sg250m:TAXOUSDA_Gelepts_250m', 'sg250m:TAXOUSDA_Gelods_250m', 'sg250m:TAXOUSDA_Gypsids_250m', 'sg250m:TAXOUSDA_Hemists_250m', 'sg250m:TAXOUSDA_Histels_250m', 'sg250m:TAXOUSDA_Humods_250m', 'sg250m:TAXOUSDA_Humults_250m', 'sg250m:TAXOUSDA_Ochrepts_250m', 'sg250m:TAXOUSDA_Orthels_250m', 'sg250m:TAXOUSDA_Orthents_250m', 'sg250m:TAXOUSDA_Orthods_250m', 'sg250m:TAXOUSDA_Perox_250m', 'sg250m:TAXOUSDA_Psamments_250m', 'sg250m:TAXOUSDA_Rendolls_250m', 'sg250m:TAXOUSDA_Salids_250m', 'sg250m:TAXOUSDA_Saprists_250m', 'sg250m:TAXOUSDA_Torrands_250m', 'sg250m:TAXOUSDA_Torrerts_250m', 'sg250m:TAXOUSDA_Torrox_250m', 'sg250m:TAXOUSDA_Turbels_250m', 'sg250m:TAXOUSDA_Udalfs_250m', 'sg250m:TAXOUSDA_Udands_250m', 'sg250m:TAXOUSDA_Udepts_250m', 'sg250m:TAXOUSDA_Uderts_250m', 'sg250m:TAXOUSDA_Udolls_250m', 'sg250m:TAXOUSDA_Udox_250m', 'sg250m:TAXOUSDA_Udults_250m', 'sg250m:TAXOUSDA_Ustalfs_250m', 'sg250m:TAXOUSDA_Ustands_250m', 'sg250m:TAXOUSDA_Ustepts_250m', 'sg250m:TAXOUSDA_Usterts_250m', 'sg250m:TAXOUSDA_Ustolls_250m', 'sg250m:TAXOUSDA_Ustox_250m', 'sg250m:TAXOUSDA_Ustults_250m', 'sg250m:TAXOUSDA_Vitrands_250m', 'sg250m:TAXOUSDA_Xeralfs_250m', 'sg250m:TAXOUSDA_Xerands_250m', 'sg250m:TAXOUSDA_Xerepts_250m', 'sg250m:TAXOUSDA_Xererts_250m', 'sg250m:TAXOUSDA_Xerolls_250m', 'sg250m:TAXOUSDA_Xerults_250m', 'sg250m:TEXMHT_M_sl1_250m', 'sg250m:TEXMHT_M_sl2_250m', 'sg250m:TEXMHT_M_sl3_250m', 'sg250m:TEXMHT_M_sl4_250m', 'sg250m:TEXMHT_M_sl5_250m', 'sg250m:TEXMHT_M_sl6_250m', 'sg250m:TEXMHT_M_sl7_250m', 'sg250m:WWP_M_sl1_250m', 'sg250m:WWP_M_sl2_250m', 'sg250m:WWP_M_sl3_250m', 'sg250m:WWP_M_sl4_250m', 'sg250m:WWP_M_sl5_250m', 'sg250m:WWP_M_sl6_250m', 'sg250m:WWP_M_sl7_250m']\n"
]
}
],
"source": [
"names = [k for k in wcs.contents.keys() if k.startswith(\"sg250m\")]\n",
"print(names)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Or to search for all the coverages regarding cation exchange capacity (CEC):"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['sg250m:CECSOL_M_sl1_250m', 'sg250m:CECSOL_M_sl2_250m', 'sg250m:CECSOL_M_sl3_250m', 'sg250m:CECSOL_M_sl4_250m', 'sg250m:CECSOL_M_sl5_250m', 'sg250m:CECSOL_M_sl6_250m', 'sg250m:CECSOL_M_sl7_250m']\n"
]
}
],
"source": [
"cec_covs = [k for k in wcs.contents.keys() if k.find(\"CECSOL\") != -1]\n",
"print(cec_covs)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"These are the SoilGrids predictions for CEC at the seven standard depths."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next steps:\n",
"https://publicwiki.deltares.nl/display/OET/WCS+primer\n",
"https://geoscripting-wur.github.io/PythonRaster/"
]
}
],
"metadata": {
"@webio": {
"lastCommId": "A84A922950B248078CE109CD9DA55F50",
"lastKernelId": "5d5dc152-be89-432f-a409-2e692aeb756a"
},
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.8"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
%% Cell type:code id: tags:
```
python
from
owslib.wcs
import
WebCoverageService
wcs
=
WebCoverageService
(
'
http://data.isric.org/geoserver/ows?service=WCS
'
,
version
=
'
1.0.0
'
)
print
(
list
(
wcs
.
contents
))
```
%% Output
['sg250m:ACDWRB_M_ss_250m', 'sg250m:AWCh1_M_sl1_250m', 'sg250m:AWCh1_M_sl2_250m', 'sg250m:AWCh1_M_sl3_250m', 'sg250m:AWCh1_M_sl4_250m', 'sg250m:AWCh1_M_sl5_250m', 'sg250m:AWCh1_M_sl6_250m', 'sg250m:AWCh1_M_sl7_250m', 'sg250m:AWCh2_M_sl1_250m', 'sg250m:AWCh2_M_sl2_250m', 'sg250m:AWCh2_M_sl3_250m', 'sg250m:AWCh2_M_sl4_250m', 'sg250m:AWCh2_M_sl5_250m', 'sg250m:AWCh2_M_sl6_250m', 'sg250m:AWCh2_M_sl7_250m', 'sg250m:AWCh3_M_sl1_250m', 'sg250m:AWCh3_M_sl2_250m', 'sg250m:AWCh3_M_sl3_250m', 'sg250m:AWCh3_M_sl4_250m', 'sg250m:AWCh3_M_sl5_250m', 'sg250m:AWCh3_M_sl6_250m', 'sg250m:AWCh3_M_sl7_250m', 'sg250m:AWCtS_M_sl1_250m', 'sg250m:AWCtS_M_sl2_250m', 'sg250m:AWCtS_M_sl3_250m', 'sg250m:AWCtS_M_sl4_250m', 'sg250m:AWCtS_M_sl5_250m', 'sg250m:AWCtS_M_sl6_250m', 'sg250m:AWCtS_M_sl7_250m', 'sg250m:BDRICM_M_250m', 'sg250m:BDRLOG_M_250m', 'sg250m:BDTICM_M_250m', 'sg250m:BLDFIE_M_sl1_250m', 'sg250m:BLDFIE_M_sl2_250m', 'sg250m:BLDFIE_M_sl3_250m', 'sg250m:BLDFIE_M_sl4_250m', 'sg250m:BLDFIE_M_sl5_250m', 'sg250m:BLDFIE_M_sl6_250m', 'sg250m:BLDFIE_M_sl7_250m', 'sg250m:CECSOL_M_sl1_250m', 'sg250m:CECSOL_M_sl2_250m', 'sg250m:CECSOL_M_sl3_250m', 'sg250m:CECSOL_M_sl4_250m', 'sg250m:CECSOL_M_sl5_250m', 'sg250m:CECSOL_M_sl6_250m', 'sg250m:CECSOL_M_sl7_250m', 'sg250m:CLYPPT_M_sl1_250m', 'sg250m:CLYPPT_M_sl2_250m', 'sg250m:CLYPPT_M_sl3_250m', 'sg250m:CLYPPT_M_sl4_250m', 'sg250m:CLYPPT_M_sl5_250m', 'sg250m:CLYPPT_M_sl6_250m', 'sg250m:CLYPPT_M_sl7_250m', 'sg250m:CRFVOL_M_sl1_250m', 'sg250m:CRFVOL_M_sl2_250m', 'sg250m:CRFVOL_M_sl3_250m', 'sg250m:CRFVOL_M_sl4_250m', 'sg250m:CRFVOL_M_sl5_250m', 'sg250m:CRFVOL_M_sl6_250m', 'sg250m:CRFVOL_M_sl7_250m', 'sg250m:HISTPR_250m', 'sg250m:OCDENS_M_sl1_250m', 'sg250m:OCDENS_M_sl2_250m', 'sg250m:OCDENS_M_sl3_250m', 'sg250m:OCDENS_M_sl4_250m', 'sg250m:OCDENS_M_sl5_250m', 'sg250m:OCDENS_M_sl6_250m', 'sg250m:OCDENS_M_sl7_250m', 'sg250m:OCSTHA_M_100cm_250m', 'sg250m:OCSTHA_M_200cm_250m', 'sg250m:OCSTHA_M_30cm_250m', 'sg250m:OCSTHA_M_sd1_250m', 'sg250m:OCSTHA_M_sd2_250m', 'sg250m:OCSTHA_M_sd3_250m', 'sg250m:OCSTHA_M_sd4_250m', 'sg250m:OCSTHA_M_sd5_250m', 'sg250m:OCSTHA_M_sd6_250m', 'sg250m:ORCDRC_M_sl1_250m', 'sg250m:ORCDRC_M_sl2_250m', 'sg250m:ORCDRC_M_sl3_250m', 'sg250m:ORCDRC_M_sl4_250m', 'sg250m:ORCDRC_M_sl5_250m', 'sg250m:ORCDRC_M_sl6_250m', 'sg250m:ORCDRC_M_sl7_250m', 'sg250m:PHIHOX_M_sl1_250m', 'sg250m:PHIHOX_M_sl2_250m', 'sg250m:PHIHOX_M_sl3_250m', 'sg250m:PHIHOX_M_sl4_250m', 'sg250m:PHIHOX_M_sl5_250m', 'sg250m:PHIHOX_M_sl6_250m', 'sg250m:PHIHOX_M_sl7_250m', 'sg250m:PHIKCL_M_sl1_250m', 'sg250m:PHIKCL_M_sl2_250m', 'sg250m:PHIKCL_M_sl3_250m', 'sg250m:PHIKCL_M_sl4_250m', 'sg250m:PHIKCL_M_sl5_250m', 'sg250m:PHIKCL_M_sl6_250m', 'sg250m:PHIKCL_M_sl7_250m', 'sg250m:SLGWRB_250m', 'sg250m:SLTPPT_M_sl1_250m', 'sg250m:SLTPPT_M_sl2_250m', 'sg250m:SLTPPT_M_sl3_250m', 'sg250m:SLTPPT_M_sl4_250m', 'sg250m:SLTPPT_M_sl5_250m', 'sg250m:SLTPPT_M_sl6_250m', 'sg250m:SLTPPT_M_sl7_250m', 'sg250m:SNDPPT_M_sl1_250m', 'sg250m:SNDPPT_M_sl2_250m', 'sg250m:SNDPPT_M_sl3_250m', 'sg250m:SNDPPT_M_sl4_250m', 'sg250m:SNDPPT_M_sl5_250m', 'sg250m:SNDPPT_M_sl6_250m', 'sg250m:SNDPPT_M_sl7_250m', 'sg1km:TAXGWRB_02_apr_2014', 'sg1km:TAXGWRB_Acrisols_02_apr_2014', 'sg1km:TAXGWRB_Albeluvisols_02_apr_2014', 'sg1km:TAXGWRB_Alisols_02_apr_2014', 'sg1km:TAXGWRB_Andosols_02_apr_2014', 'sg1km:TAXGWRB_Anthrosols_02_apr_2014', 'sg1km:TAXGWRB_Arenosols_02_apr_2014', 'sg1km:TAXGWRB_Calcisols_02_apr_2014', 'sg1km:TAXGWRB_Cambisols_02_apr_2014', 'sg1km:TAXGWRB_Chernozems_02_apr_2014', 'sg1km:TAXGWRB_Cryosols_02_apr_2014', 'sg1km:TAXGWRB_Durisols_02_apr_2014', 'sg1km:TAXGWRB_Ferralsols_02_apr_2014', 'sg1km:TAXGWRB_Fluvisols_02_apr_2014', 'sg1km:TAXGWRB_Gleysols_02_apr_2014', 'sg1km:TAXGWRB_Gypsisols_02_apr_2014', 'sg1km:TAXGWRB_Histosols_02_apr_2014', 'sg1km:TAXGWRB_Kastanozems_02_apr_2014', 'sg1km:TAXGWRB_Leptosols_02_apr_2014', 'sg1km:TAXGWRB_Lixisols_02_apr_2014', 'sg1km:TAXGWRB_Luvisols_02_apr_2014', 'sg1km:TAXGWRB_Nitisols_02_apr_2014', 'sg1km:TAXGWRB_Phaeozems_02_apr_2014', 'sg1km:TAXGWRB_Planosols_02_apr_2014', 'sg1km:TAXGWRB_Plinthosols_02_apr_2014', 'sg1km:TAXGWRB_Podzols_02_apr_2014', 'sg1km:TAXGWRB_Podzoluvisols_02_apr_2014', 'sg1km:TAXGWRB_Regosols_02_apr_2014', 'sg1km:TAXGWRB_Solonchaks_02_apr_2014', 'sg1km:TAXGWRB_Solonetz_02_apr_2014', 'sg1km:TAXGWRB_Stagnosols_02_apr_2014', 'sg1km:TAXGWRB_Umbrisols_02_apr_2014', 'sg1km:TAXGWRB_Vertisols_02_apr_2014', 'sg250m:TAXNWRB_250m', 'sg250m:TAXNWRB_Acric.Ferralsols_250m', 'sg250m:TAXNWRB_Acric.Plinthosols_250m', 'sg250m:TAXNWRB_Albic.Arenosols_250m', 'sg250m:TAXNWRB_Albic.Luvisols_250m', 'sg250m:TAXNWRB_Alic.Nitisols_250m', 'sg250m:TAXNWRB_Aluandic.Andosols_250m', 'sg250m:TAXNWRB_Aric.Regosols_250m', 'sg250m:TAXNWRB_Calcaric.Regosols_250m', 'sg250m:TAXNWRB_Calcic.Chernozems_250m', 'sg250m:TAXNWRB_Calcic.Gleysols_250m', 'sg250m:TAXNWRB_Calcic.Gypsisols_250m', 'sg250m:TAXNWRB_Calcic.Histosols_250m', 'sg250m:TAXNWRB_Calcic.Kastanozems_250m', 'sg250m:TAXNWRB_Calcic.Luvisols_250m', 'sg250m:TAXNWRB_Calcic.Solonetz_250m', 'sg250m:TAXNWRB_Calcic.Vertisols_250m', 'sg250m:TAXNWRB_Cryic.Histosols_250m', 'sg250m:TAXNWRB_Cutanic.Alisols_250m', 'sg250m:TAXNWRB_Endogleyic.Cambisols_250m', 'sg250m:TAXNWRB_Endogleyic.Planosols_250m', 'sg250m:TAXNWRB_Ferralic.Arenosols_250m', 'sg250m:TAXNWRB_Ferralic.Cambisols_250m', 'sg250m:TAXNWRB_Fibric.Histosols_250m', 'sg250m:TAXNWRB_Gleyic.Luvisols_250m', 'sg250m:TAXNWRB_Gleyic.Podzols_250m', 'sg250m:TAXNWRB_Gleyic.Solonetz_250m', 'sg250m:TAXNWRB_Gypsic.Solonchaks_250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Alumic._250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Humic._250m', 'sg250m:TAXNWRB_Haplic.Acrisols_250m', 'sg250m:TAXNWRB_Haplic.Albeluvisols_250m', 'sg250m:TAXNWRB_Haplic.Alisols_250m', 'sg250m:TAXNWRB_Haplic.Andosols_250m', 'sg250m:TAXNWRB_Haplic.Arenosols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Arenosols_250m', 'sg250m:TAXNWRB_Haplic.Calcisols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Calcisols_250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Humic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols_250m', 'sg250m:TAXNWRB_Haplic.Chernozems_250m', 'sg250m:TAXNWRB_Haplic.Cryosols_250m', 'sg250m:TAXNWRB_Haplic.Ferralsols..Rhodic._250m', 'sg250m:TAXNWRB_Haplic.Ferralsols..Xanthic._250m', 'sg250m:TAXNWRB_Haplic.Ferralsols_250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Arenic._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols_250m', 'sg250m:TAXNWRB_Haplic.Gleysols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Gleysols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Gleysols_250m', 'sg250m:TAXNWRB_Haplic.Gypsisols_250m', 'sg250m:TAXNWRB_Haplic.Kastanozems_250m', 'sg250m:TAXNWRB_Haplic.Leptosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Leptosols_250m', 'sg250m:TAXNWRB_Haplic.Lixisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Lixisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Lixisols_250m', 'sg250m:TAXNWRB_Haplic.Luvisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Luvisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Luvisols_250m', 'sg250m:TAXNWRB_Haplic.Nitisols..Rhodic._250m', 'sg250m:TAXNWRB_Haplic.Phaeozems_250m', 'sg250m:TAXNWRB_Haplic.Planosols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Planosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Podzols_250m', 'sg250m:TAXNWRB_Haplic.Regosols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Regosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Regosols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Solonchaks..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Solonchaks_250m', 'sg250m:TAXNWRB_Haplic.Solonetz_250m', 'sg250m:TAXNWRB_Haplic.Umbrisols_250m', 'sg250m:TAXNWRB_Haplic.Vertisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Vertisols_250m', 'sg250m:TAXNWRB_Hemic.Histosols_250m', 'sg250m:TAXNWRB_Histic.Albeluvisols_250m', 'sg250m:TAXNWRB_Hypoluvic.Arenosols_250m', 'sg250m:TAXNWRB_Leptic.Cambisols_250m', 'sg250m:TAXNWRB_Leptic.Luvisols_250m', 'sg250m:TAXNWRB_Leptic.Phaeozems_250m', 'sg250m:TAXNWRB_Leptic.Regosols_250m', 'sg250m:TAXNWRB_Leptic.Umbrisols_250m', 'sg250m:TAXNWRB_Lithic.Leptosols_250m', 'sg250m:TAXNWRB_Lixic.Plinthosols_250m', 'sg250m:TAXNWRB_Luvic.Calcisols_250m', 'sg250m:TAXNWRB_Luvic.Chernozems_250m', 'sg250m:TAXNWRB_Luvic.Phaeozems_250m', 'sg250m:TAXNWRB_Luvic.Planosols_250m', 'sg250m:TAXNWRB_Luvic.Stagnosols_250m', 'sg250m:TAXNWRB_Mollic.Gleysols_250m', 'sg250m:TAXNWRB_Mollic.Leptosols_250m', 'sg250m:TAXNWRB_Mollic.Solonetz_250m', 'sg250m:TAXNWRB_Mollic.Vertisols_250m', 'sg250m:TAXNWRB_Petric.Calcisols_250m', 'sg250m:TAXNWRB_Petric.Durisols_250m', 'sg250m:TAXNWRB_Plinthic.Acrisols_250m', 'sg250m:TAXNWRB_Protic.Arenosols_250m', 'sg250m:TAXNWRB_Rendzic.Leptosols_250m', 'sg250m:TAXNWRB_Sapric.Histosols_250m', 'sg250m:TAXNWRB_Solodic.Planosols_250m', 'sg250m:TAXNWRB_Stagnic.Luvisols_250m', 'sg250m:TAXNWRB_Turbic.Cryosols_250m', 'sg250m:TAXNWRB_Umbric.Albeluvisols_250m', 'sg250m:TAXNWRB_Umbric.Ferralsols_250m', 'sg250m:TAXNWRB_Umbric.Gleysols_250m', 'sg250m:TAXNWRB_Vertic.Cambisols_250m', 'sg250m:TAXNWRB_Vertic.Luvisols_250m', 'sg250m:TAXNWRB_Vetic.Acrisols_250m', 'sg250m:TAXNWRB_Vitric.Andosols_250m', 'sg250m:TAXNWRB_Vitric.Cryosols_250m', 'sg250m:TAXOUSDA_250m', 'sg250m:TAXOUSDA_Albolls_250m', 'sg250m:TAXOUSDA_Aqualfs_250m', 'sg250m:TAXOUSDA_Aquands_250m', 'sg250m:TAXOUSDA_Aquents_250m', 'sg250m:TAXOUSDA_Aquepts_250m', 'sg250m:TAXOUSDA_Aquerts_250m', 'sg250m:TAXOUSDA_Aquods_250m', 'sg250m:TAXOUSDA_Aquolls_250m', 'sg250m:TAXOUSDA_Aquox_250m', 'sg250m:TAXOUSDA_Aquults_250m', 'sg250m:TAXOUSDA_Arents_250m', 'sg250m:TAXOUSDA_Argids_250m', 'sg250m:TAXOUSDA_Borolls_250m', 'sg250m:TAXOUSDA_Calcids_250m', 'sg250m:TAXOUSDA_Cambids_250m', 'sg250m:TAXOUSDA_Cryalfs_250m', 'sg250m:TAXOUSDA_Cryands_250m', 'sg250m:TAXOUSDA_Cryepts_250m', 'sg250m:TAXOUSDA_Cryids_250m', 'sg250m:TAXOUSDA_Cryods_250m', 'sg250m:TAXOUSDA_Cryolls_250m', 'sg250m:TAXOUSDA_Durids_250m', 'sg250m:TAXOUSDA_Fibrists_250m', 'sg250m:TAXOUSDA_Fluvents_250m', 'sg250m:TAXOUSDA_Folists_250m', 'sg250m:TAXOUSDA_Gelands_250m', 'sg250m:TAXOUSDA_Gelepts_250m', 'sg250m:TAXOUSDA_Gelods_250m', 'sg250m:TAXOUSDA_Gypsids_250m', 'sg250m:TAXOUSDA_Hemists_250m', 'sg250m:TAXOUSDA_Histels_250m', 'sg250m:TAXOUSDA_Humods_250m', 'sg250m:TAXOUSDA_Humults_250m', 'sg250m:TAXOUSDA_Ochrepts_250m', 'sg250m:TAXOUSDA_Orthels_250m', 'sg250m:TAXOUSDA_Orthents_250m', 'sg250m:TAXOUSDA_Orthods_250m', 'sg250m:TAXOUSDA_Perox_250m', 'sg250m:TAXOUSDA_Psamments_250m', 'sg250m:TAXOUSDA_Rendolls_250m', 'sg250m:TAXOUSDA_Salids_250m', 'sg250m:TAXOUSDA_Saprists_250m', 'sg250m:TAXOUSDA_Torrands_250m', 'sg250m:TAXOUSDA_Torrerts_250m', 'sg250m:TAXOUSDA_Torrox_250m', 'sg250m:TAXOUSDA_Turbels_250m', 'sg250m:TAXOUSDA_Udalfs_250m', 'sg250m:TAXOUSDA_Udands_250m', 'sg250m:TAXOUSDA_Udepts_250m', 'sg250m:TAXOUSDA_Uderts_250m', 'sg250m:TAXOUSDA_Udolls_250m', 'sg250m:TAXOUSDA_Udox_250m', 'sg250m:TAXOUSDA_Udults_250m', 'sg250m:TAXOUSDA_Ustalfs_250m', 'sg250m:TAXOUSDA_Ustands_250m', 'sg250m:TAXOUSDA_Ustepts_250m', 'sg250m:TAXOUSDA_Usterts_250m', 'sg250m:TAXOUSDA_Ustolls_250m', 'sg250m:TAXOUSDA_Ustox_250m', 'sg250m:TAXOUSDA_Ustults_250m', 'sg250m:TAXOUSDA_Vitrands_250m', 'sg250m:TAXOUSDA_Xeralfs_250m', 'sg250m:TAXOUSDA_Xerands_250m', 'sg250m:TAXOUSDA_Xerepts_250m', 'sg250m:TAXOUSDA_Xererts_250m', 'sg250m:TAXOUSDA_Xerolls_250m', 'sg250m:TAXOUSDA_Xerults_250m', 'sg250m:TEXMHT_M_sl1_250m', 'sg250m:TEXMHT_M_sl2_250m', 'sg250m:TEXMHT_M_sl3_250m', 'sg250m:TEXMHT_M_sl4_250m', 'sg250m:TEXMHT_M_sl5_250m', 'sg250m:TEXMHT_M_sl6_250m', 'sg250m:TEXMHT_M_sl7_250m', 'sg250m:WWP_M_sl1_250m', 'sg250m:WWP_M_sl2_250m', 'sg250m:WWP_M_sl3_250m', 'sg250m:WWP_M_sl4_250m', 'sg250m:WWP_M_sl5_250m', 'sg250m:WWP_M_sl6_250m', 'sg250m:WWP_M_sl7_250m', 'af250m_nutrient:af250m_nutrient_al_m_agg30cm', 'af250m_nutrient:af250m_nutrient_b_m_agg30cm', 'af250m_nutrient:af250m_nutrient_ca_m_agg30cm', 'af250m_nutrient:af250m_nutrient_cu_m_agg30cm', 'af250m_nutrient:af250m_nutrient_fe_m_agg30cm', 'af250m_nutrient:af250m_nutrient_k_m_agg30cm', 'af250m_nutrient:af250m_nutrient_mg_m_agg30cm', 'af250m_nutrient:af250m_nutrient_mn_m_agg30cm', 'af250m_nutrient:af250m_nutrient_n_m_agg30cm', 'af250m_nutrient:af250m_nutrient_na_m_agg30cm', 'af250m_nutrient:af250m_nutrient_ncluster_m', 'af250m_nutrient:af250m_nutrient_p_m_agg30cm', 'af250m_nutrient:af250m_nutrient_p_t_m_agg30cm', 'af250m_nutrient:af250m_nutrient_zn_m_agg30cm', 'gyga:gyga_af_agg_30cm_awcpf23__m_1km', 'gyga:gyga_af_agg_30cm_crfvol__m_1km', 'gyga:gyga_af_agg_30cm_pwp__m_1km', 'gyga:gyga_af_agg_30cm_tawcpf23__m_1km', 'gyga:gyga_af_agg_30cm_tawcpf23mm__m_1km', 'gyga:gyga_af_agg_30cm_tetas__m_1km', 'gyga:gyga_af_agg_30cm_texclss__m_1km', 'gyga:gyga_af_agg_erzd_awcpf23__m_1km', 'gyga:gyga_af_agg_erzd_crfvol__m_1km', 'gyga:gyga_af_agg_erzd_pwp__m_1km', 'gyga:gyga_af_agg_erzd_tawcpf23__m_1km', 'gyga:gyga_af_agg_erzd_tawcpf23mm__m_1km', 'gyga:gyga_af_agg_erzd_tetas__m_1km', 'gyga:gyga_af_agg_erzd_texclss__m_1km', 'gyga:gyga_af_awcpf23__m_sd1_1km', 'gyga:gyga_af_awcpf23__m_sd2_1km', 'gyga:gyga_af_awcpf23__m_sd3_1km', 'gyga:gyga_af_awcpf23__m_sd4_1km', 'gyga:gyga_af_awcpf23__m_sd5_1km', 'gyga:gyga_af_awcpf23__m_sd6_1km', 'gyga:gyga_af_erzd__m_1km', 'gyga:gyga_af_erzd_limfactor__m_1km', 'gyga:gyga_af_limfactor_t__m_sd1_1km', 'gyga:gyga_af_limfactor_t__m_sd2_1km', 'gyga:gyga_af_limfactor_t__m_sd3_1km', 'gyga:gyga_af_limfactor_t__m_sd4_1km', 'gyga:gyga_af_limfactor_t__m_sd5_1km', 'gyga:gyga_af_limfactor_t__m_sd6_1km', 'gyga:gyga_af_lri_t__m_sd1_1km', 'gyga:gyga_af_lri_t__m_sd2_1km', 'gyga:gyga_af_lri_t__m_sd3_1km', 'gyga:gyga_af_lri_t__m_sd4_1km', 'gyga:gyga_af_lri_t__m_sd5_1km', 'gyga:gyga_af_lri_t__m_sd6_1km', 'gyga:gyga_af_pwp__m_sd1_1km', 'gyga:gyga_af_pwp__m_sd2_1km', 'gyga:gyga_af_pwp__m_sd3_1km', 'gyga:gyga_af_pwp__m_sd4_1km', 'gyga:gyga_af_pwp__m_sd5_1km', 'gyga:gyga_af_pwp__m_sd6_1km', 'gyga:gyga_af_tetas__m_sd1_1km', 'gyga:gyga_af_tetas__m_sd2_1km', 'gyga:gyga_af_tetas__m_sd3_1km', 'gyga:gyga_af_tetas__m_sd4_1km', 'gyga:gyga_af_tetas__m_sd5_1km', 'gyga:gyga_af_tetas__m_sd6_1km', 'landforms:landforms_Canada_Blue_Marble_ll', 'landforms:landforms_TCI_low__HTL-V3_BFI-w2_Canada500m_ll', 'landforms:landforms_TCI_low__HTL-V3_BFI-w2_Canada500m_ll_alpha', 'landforms:landforms_can250mhs_ll', 'landforms:landforms_can_250_geomorph_ll', 'landforms:landforms_can_250_slope_v2_ll', 'landforms:landforms_can_250_slope_v2_ll_alpha', 'tz_carbon:tz_c_oc1', 'tz_carbon:tz_c_oc1pil', 'tz_carbon:tz_c_oc1piu', 'tz_carbon:tz_c_oc2', 'tz_carbon:tz_c_oc2pil', 'tz_carbon:tz_c_oc2piu', 'tz_carbon:tz_c_oc3', 'tz_carbon:tz_c_oc3pil', 'tz_carbon:tz_c_oc3piu', 'tz_carbon:tz_c_oc4', 'tz_carbon:tz_c_oc4pil', 'tz_carbon:tz_c_oc4piu']
%% Cell type:code id: tags:
```
python
print
([
op
.
name
for
op
in
wcs
.
operations
])
```
%% Output
['GetCapabilities', 'DescribeCoverage', 'GetCoverage']
%% Cell type:markdown id: tags:
That is a large set of coverages, but it is easy to filter the dictionary. For instance, to get the name of all SoilGrids coverages:
%% Cell type:code id: tags:
```
python
names
=
[
k
for
k
in
wcs
.
contents
.
keys
()
if
k
.
startswith
(
"
sg250m
"
)]
print
(
names
)
```
%% Output
['sg250m:ACDWRB_M_ss_250m', 'sg250m:AWCh1_M_sl1_250m', 'sg250m:AWCh1_M_sl2_250m', 'sg250m:AWCh1_M_sl3_250m', 'sg250m:AWCh1_M_sl4_250m', 'sg250m:AWCh1_M_sl5_250m', 'sg250m:AWCh1_M_sl6_250m', 'sg250m:AWCh1_M_sl7_250m', 'sg250m:AWCh2_M_sl1_250m', 'sg250m:AWCh2_M_sl2_250m', 'sg250m:AWCh2_M_sl3_250m', 'sg250m:AWCh2_M_sl4_250m', 'sg250m:AWCh2_M_sl5_250m', 'sg250m:AWCh2_M_sl6_250m', 'sg250m:AWCh2_M_sl7_250m', 'sg250m:AWCh3_M_sl1_250m', 'sg250m:AWCh3_M_sl2_250m', 'sg250m:AWCh3_M_sl3_250m', 'sg250m:AWCh3_M_sl4_250m', 'sg250m:AWCh3_M_sl5_250m', 'sg250m:AWCh3_M_sl6_250m', 'sg250m:AWCh3_M_sl7_250m', 'sg250m:AWCtS_M_sl1_250m', 'sg250m:AWCtS_M_sl2_250m', 'sg250m:AWCtS_M_sl3_250m', 'sg250m:AWCtS_M_sl4_250m', 'sg250m:AWCtS_M_sl5_250m', 'sg250m:AWCtS_M_sl6_250m', 'sg250m:AWCtS_M_sl7_250m', 'sg250m:BDRICM_M_250m', 'sg250m:BDRLOG_M_250m', 'sg250m:BDTICM_M_250m', 'sg250m:BLDFIE_M_sl1_250m', 'sg250m:BLDFIE_M_sl2_250m', 'sg250m:BLDFIE_M_sl3_250m', 'sg250m:BLDFIE_M_sl4_250m', 'sg250m:BLDFIE_M_sl5_250m', 'sg250m:BLDFIE_M_sl6_250m', 'sg250m:BLDFIE_M_sl7_250m', 'sg250m:CECSOL_M_sl1_250m', 'sg250m:CECSOL_M_sl2_250m', 'sg250m:CECSOL_M_sl3_250m', 'sg250m:CECSOL_M_sl4_250m', 'sg250m:CECSOL_M_sl5_250m', 'sg250m:CECSOL_M_sl6_250m', 'sg250m:CECSOL_M_sl7_250m', 'sg250m:CLYPPT_M_sl1_250m', 'sg250m:CLYPPT_M_sl2_250m', 'sg250m:CLYPPT_M_sl3_250m', 'sg250m:CLYPPT_M_sl4_250m', 'sg250m:CLYPPT_M_sl5_250m', 'sg250m:CLYPPT_M_sl6_250m', 'sg250m:CLYPPT_M_sl7_250m', 'sg250m:CRFVOL_M_sl1_250m', 'sg250m:CRFVOL_M_sl2_250m', 'sg250m:CRFVOL_M_sl3_250m', 'sg250m:CRFVOL_M_sl4_250m', 'sg250m:CRFVOL_M_sl5_250m', 'sg250m:CRFVOL_M_sl6_250m', 'sg250m:CRFVOL_M_sl7_250m', 'sg250m:HISTPR_250m', 'sg250m:OCDENS_M_sl1_250m', 'sg250m:OCDENS_M_sl2_250m', 'sg250m:OCDENS_M_sl3_250m', 'sg250m:OCDENS_M_sl4_250m', 'sg250m:OCDENS_M_sl5_250m', 'sg250m:OCDENS_M_sl6_250m', 'sg250m:OCDENS_M_sl7_250m', 'sg250m:OCSTHA_M_100cm_250m', 'sg250m:OCSTHA_M_200cm_250m', 'sg250m:OCSTHA_M_30cm_250m', 'sg250m:OCSTHA_M_sd1_250m', 'sg250m:OCSTHA_M_sd2_250m', 'sg250m:OCSTHA_M_sd3_250m', 'sg250m:OCSTHA_M_sd4_250m', 'sg250m:OCSTHA_M_sd5_250m', 'sg250m:OCSTHA_M_sd6_250m', 'sg250m:ORCDRC_M_sl1_250m', 'sg250m:ORCDRC_M_sl2_250m', 'sg250m:ORCDRC_M_sl3_250m', 'sg250m:ORCDRC_M_sl4_250m', 'sg250m:ORCDRC_M_sl5_250m', 'sg250m:ORCDRC_M_sl6_250m', 'sg250m:ORCDRC_M_sl7_250m', 'sg250m:PHIHOX_M_sl1_250m', 'sg250m:PHIHOX_M_sl2_250m', 'sg250m:PHIHOX_M_sl3_250m', 'sg250m:PHIHOX_M_sl4_250m', 'sg250m:PHIHOX_M_sl5_250m', 'sg250m:PHIHOX_M_sl6_250m', 'sg250m:PHIHOX_M_sl7_250m', 'sg250m:PHIKCL_M_sl1_250m', 'sg250m:PHIKCL_M_sl2_250m', 'sg250m:PHIKCL_M_sl3_250m', 'sg250m:PHIKCL_M_sl4_250m', 'sg250m:PHIKCL_M_sl5_250m', 'sg250m:PHIKCL_M_sl6_250m', 'sg250m:PHIKCL_M_sl7_250m', 'sg250m:SLGWRB_250m', 'sg250m:SLTPPT_M_sl1_250m', 'sg250m:SLTPPT_M_sl2_250m', 'sg250m:SLTPPT_M_sl3_250m', 'sg250m:SLTPPT_M_sl4_250m', 'sg250m:SLTPPT_M_sl5_250m', 'sg250m:SLTPPT_M_sl6_250m', 'sg250m:SLTPPT_M_sl7_250m', 'sg250m:SNDPPT_M_sl1_250m', 'sg250m:SNDPPT_M_sl2_250m', 'sg250m:SNDPPT_M_sl3_250m', 'sg250m:SNDPPT_M_sl4_250m', 'sg250m:SNDPPT_M_sl5_250m', 'sg250m:SNDPPT_M_sl6_250m', 'sg250m:SNDPPT_M_sl7_250m', 'sg250m:TAXNWRB_250m', 'sg250m:TAXNWRB_Acric.Ferralsols_250m', 'sg250m:TAXNWRB_Acric.Plinthosols_250m', 'sg250m:TAXNWRB_Albic.Arenosols_250m', 'sg250m:TAXNWRB_Albic.Luvisols_250m', 'sg250m:TAXNWRB_Alic.Nitisols_250m', 'sg250m:TAXNWRB_Aluandic.Andosols_250m', 'sg250m:TAXNWRB_Aric.Regosols_250m', 'sg250m:TAXNWRB_Calcaric.Regosols_250m', 'sg250m:TAXNWRB_Calcic.Chernozems_250m', 'sg250m:TAXNWRB_Calcic.Gleysols_250m', 'sg250m:TAXNWRB_Calcic.Gypsisols_250m', 'sg250m:TAXNWRB_Calcic.Histosols_250m', 'sg250m:TAXNWRB_Calcic.Kastanozems_250m', 'sg250m:TAXNWRB_Calcic.Luvisols_250m', 'sg250m:TAXNWRB_Calcic.Solonetz_250m', 'sg250m:TAXNWRB_Calcic.Vertisols_250m', 'sg250m:TAXNWRB_Cryic.Histosols_250m', 'sg250m:TAXNWRB_Cutanic.Alisols_250m', 'sg250m:TAXNWRB_Endogleyic.Cambisols_250m', 'sg250m:TAXNWRB_Endogleyic.Planosols_250m', 'sg250m:TAXNWRB_Ferralic.Arenosols_250m', 'sg250m:TAXNWRB_Ferralic.Cambisols_250m', 'sg250m:TAXNWRB_Fibric.Histosols_250m', 'sg250m:TAXNWRB_Gleyic.Luvisols_250m', 'sg250m:TAXNWRB_Gleyic.Podzols_250m', 'sg250m:TAXNWRB_Gleyic.Solonetz_250m', 'sg250m:TAXNWRB_Gypsic.Solonchaks_250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Alumic._250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Acrisols..Humic._250m', 'sg250m:TAXNWRB_Haplic.Acrisols_250m', 'sg250m:TAXNWRB_Haplic.Albeluvisols_250m', 'sg250m:TAXNWRB_Haplic.Alisols_250m', 'sg250m:TAXNWRB_Haplic.Andosols_250m', 'sg250m:TAXNWRB_Haplic.Arenosols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Arenosols_250m', 'sg250m:TAXNWRB_Haplic.Calcisols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Calcisols_250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Humic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Cambisols_250m', 'sg250m:TAXNWRB_Haplic.Chernozems_250m', 'sg250m:TAXNWRB_Haplic.Cryosols_250m', 'sg250m:TAXNWRB_Haplic.Ferralsols..Rhodic._250m', 'sg250m:TAXNWRB_Haplic.Ferralsols..Xanthic._250m', 'sg250m:TAXNWRB_Haplic.Ferralsols_250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Arenic._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Calcaric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Fluvisols_250m', 'sg250m:TAXNWRB_Haplic.Gleysols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Gleysols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Gleysols_250m', 'sg250m:TAXNWRB_Haplic.Gypsisols_250m', 'sg250m:TAXNWRB_Haplic.Kastanozems_250m', 'sg250m:TAXNWRB_Haplic.Leptosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Leptosols_250m', 'sg250m:TAXNWRB_Haplic.Lixisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Lixisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Lixisols_250m', 'sg250m:TAXNWRB_Haplic.Luvisols..Chromic._250m', 'sg250m:TAXNWRB_Haplic.Luvisols..Ferric._250m', 'sg250m:TAXNWRB_Haplic.Luvisols_250m', 'sg250m:TAXNWRB_Haplic.Nitisols..Rhodic._250m', 'sg250m:TAXNWRB_Haplic.Phaeozems_250m', 'sg250m:TAXNWRB_Haplic.Planosols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Planosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Podzols_250m', 'sg250m:TAXNWRB_Haplic.Regosols..Dystric._250m', 'sg250m:TAXNWRB_Haplic.Regosols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Regosols..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Solonchaks..Sodic._250m', 'sg250m:TAXNWRB_Haplic.Solonchaks_250m', 'sg250m:TAXNWRB_Haplic.Solonetz_250m', 'sg250m:TAXNWRB_Haplic.Umbrisols_250m', 'sg250m:TAXNWRB_Haplic.Vertisols..Eutric._250m', 'sg250m:TAXNWRB_Haplic.Vertisols_250m', 'sg250m:TAXNWRB_Hemic.Histosols_250m', 'sg250m:TAXNWRB_Histic.Albeluvisols_250m', 'sg250m:TAXNWRB_Hypoluvic.Arenosols_250m', 'sg250m:TAXNWRB_Leptic.Cambisols_250m', 'sg250m:TAXNWRB_Leptic.Luvisols_250m', 'sg250m:TAXNWRB_Leptic.Phaeozems_250m', 'sg250m:TAXNWRB_Leptic.Regosols_250m', 'sg250m:TAXNWRB_Leptic.Umbrisols_250m', 'sg250m:TAXNWRB_Lithic.Leptosols_250m', 'sg250m:TAXNWRB_Lixic.Plinthosols_250m', 'sg250m:TAXNWRB_Luvic.Calcisols_250m', 'sg250m:TAXNWRB_Luvic.Chernozems_250m', 'sg250m:TAXNWRB_Luvic.Phaeozems_250m', 'sg250m:TAXNWRB_Luvic.Planosols_250m', 'sg250m:TAXNWRB_Luvic.Stagnosols_250m', 'sg250m:TAXNWRB_Mollic.Gleysols_250m', 'sg250m:TAXNWRB_Mollic.Leptosols_250m', 'sg250m:TAXNWRB_Mollic.Solonetz_250m', 'sg250m:TAXNWRB_Mollic.Vertisols_250m', 'sg250m:TAXNWRB_Petric.Calcisols_250m', 'sg250m:TAXNWRB_Petric.Durisols_250m', 'sg250m:TAXNWRB_Plinthic.Acrisols_250m', 'sg250m:TAXNWRB_Protic.Arenosols_250m', 'sg250m:TAXNWRB_Rendzic.Leptosols_250m', 'sg250m:TAXNWRB_Sapric.Histosols_250m', 'sg250m:TAXNWRB_Solodic.Planosols_250m', 'sg250m:TAXNWRB_Stagnic.Luvisols_250m', 'sg250m:TAXNWRB_Turbic.Cryosols_250m', 'sg250m:TAXNWRB_Umbric.Albeluvisols_250m', 'sg250m:TAXNWRB_Umbric.Ferralsols_250m', 'sg250m:TAXNWRB_Umbric.Gleysols_250m', 'sg250m:TAXNWRB_Vertic.Cambisols_250m', 'sg250m:TAXNWRB_Vertic.Luvisols_250m', 'sg250m:TAXNWRB_Vetic.Acrisols_250m', 'sg250m:TAXNWRB_Vitric.Andosols_250m', 'sg250m:TAXNWRB_Vitric.Cryosols_250m', 'sg250m:TAXOUSDA_250m', 'sg250m:TAXOUSDA_Albolls_250m', 'sg250m:TAXOUSDA_Aqualfs_250m', 'sg250m:TAXOUSDA_Aquands_250m', 'sg250m:TAXOUSDA_Aquents_250m', 'sg250m:TAXOUSDA_Aquepts_250m', 'sg250m:TAXOUSDA_Aquerts_250m', 'sg250m:TAXOUSDA_Aquods_250m', 'sg250m:TAXOUSDA_Aquolls_250m', 'sg250m:TAXOUSDA_Aquox_250m', 'sg250m:TAXOUSDA_Aquults_250m', 'sg250m:TAXOUSDA_Arents_250m', 'sg250m:TAXOUSDA_Argids_250m', 'sg250m:TAXOUSDA_Borolls_250m', 'sg250m:TAXOUSDA_Calcids_250m', 'sg250m:TAXOUSDA_Cambids_250m', 'sg250m:TAXOUSDA_Cryalfs_250m', 'sg250m:TAXOUSDA_Cryands_250m', 'sg250m:TAXOUSDA_Cryepts_250m', 'sg250m:TAXOUSDA_Cryids_250m', 'sg250m:TAXOUSDA_Cryods_250m', 'sg250m:TAXOUSDA_Cryolls_250m', 'sg250m:TAXOUSDA_Durids_250m', 'sg250m:TAXOUSDA_Fibrists_250m', 'sg250m:TAXOUSDA_Fluvents_250m', 'sg250m:TAXOUSDA_Folists_250m', 'sg250m:TAXOUSDA_Gelands_250m', 'sg250m:TAXOUSDA_Gelepts_250m', 'sg250m:TAXOUSDA_Gelods_250m', 'sg250m:TAXOUSDA_Gypsids_250m', 'sg250m:TAXOUSDA_Hemists_250m', 'sg250m:TAXOUSDA_Histels_250m', 'sg250m:TAXOUSDA_Humods_250m', 'sg250m:TAXOUSDA_Humults_250m', 'sg250m:TAXOUSDA_Ochrepts_250m', 'sg250m:TAXOUSDA_Orthels_250m', 'sg250m:TAXOUSDA_Orthents_250m', 'sg250m:TAXOUSDA_Orthods_250m', 'sg250m:TAXOUSDA_Perox_250m', 'sg250m:TAXOUSDA_Psamments_250m', 'sg250m:TAXOUSDA_Rendolls_250m', 'sg250m:TAXOUSDA_Salids_250m', 'sg250m:TAXOUSDA_Saprists_250m', 'sg250m:TAXOUSDA_Torrands_250m', 'sg250m:TAXOUSDA_Torrerts_250m', 'sg250m:TAXOUSDA_Torrox_250m', 'sg250m:TAXOUSDA_Turbels_250m', 'sg250m:TAXOUSDA_Udalfs_250m', 'sg250m:TAXOUSDA_Udands_250m', 'sg250m:TAXOUSDA_Udepts_250m', 'sg250m:TAXOUSDA_Uderts_250m', 'sg250m:TAXOUSDA_Udolls_250m', 'sg250m:TAXOUSDA_Udox_250m', 'sg250m:TAXOUSDA_Udults_250m', 'sg250m:TAXOUSDA_Ustalfs_250m', 'sg250m:TAXOUSDA_Ustands_250m', 'sg250m:TAXOUSDA_Ustepts_250m', 'sg250m:TAXOUSDA_Usterts_250m', 'sg250m:TAXOUSDA_Ustolls_250m', 'sg250m:TAXOUSDA_Ustox_250m', 'sg250m:TAXOUSDA_Ustults_250m', 'sg250m:TAXOUSDA_Vitrands_250m', 'sg250m:TAXOUSDA_Xeralfs_250m', 'sg250m:TAXOUSDA_Xerands_250m', 'sg250m:TAXOUSDA_Xerepts_250m', 'sg250m:TAXOUSDA_Xererts_250m', 'sg250m:TAXOUSDA_Xerolls_250m', 'sg250m:TAXOUSDA_Xerults_250m', 'sg250m:TEXMHT_M_sl1_250m', 'sg250m:TEXMHT_M_sl2_250m', 'sg250m:TEXMHT_M_sl3_250m', 'sg250m:TEXMHT_M_sl4_250m', 'sg250m:TEXMHT_M_sl5_250m', 'sg250m:TEXMHT_M_sl6_250m', 'sg250m:TEXMHT_M_sl7_250m', 'sg250m:WWP_M_sl1_250m', 'sg250m:WWP_M_sl2_250m', 'sg250m:WWP_M_sl3_250m', 'sg250m:WWP_M_sl4_250m', 'sg250m:WWP_M_sl5_250m', 'sg250m:WWP_M_sl6_250m', 'sg250m:WWP_M_sl7_250m']
%% Cell type:markdown id: tags:
Or to search for all the coverages regarding cation exchange capacity (CEC):
%% Cell type:code id: tags:
```
python
cec_covs
=
[
k
for
k
in
wcs
.
contents
.
keys
()
if
k
.
find
(
"
CECSOL
"
)
!=
-
1
]
print
(
cec_covs
)
```
%% Output
['sg250m:CECSOL_M_sl1_250m', 'sg250m:CECSOL_M_sl2_250m', 'sg250m:CECSOL_M_sl3_250m', 'sg250m:CECSOL_M_sl4_250m', 'sg250m:CECSOL_M_sl5_250m', 'sg250m:CECSOL_M_sl6_250m', 'sg250m:CECSOL_M_sl7_250m']
%% Cell type:markdown id: tags:
These are the SoilGrids predictions for CEC at the seven standard depths.
%% Cell type:markdown id: tags:
Next steps:
https://publicwiki.deltares.nl/display/OET/WCS+primer
https://geoscripting-wur.github.io/PythonRaster/
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