File size: 5,993 Bytes
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"LUCAS_21681_points/NoSensitive.csv": {
"ENTRY_KEY": "'_'.join(['lucas2009', as_int_id(【POINT_ID】), as_int_id(【sample_ID】)])",
"LAT_LONG": "(as_float(【LAT】), as_float(【LONG】))",
"COUNTRY_CODE": "【nuts0】",
"SAMPLE_DATE": "datetime.strptime(【SURV_DATE】, '%d%b%Y:%H:%M:%S').strftime('%d-%m-%Y') if 【SURV_DATE】 else 'XX-XX-2009'",
"SAMPLE_DEPTH_RANGE_CM": "[0, 20]",
"texture": {
"clay_percentage (%)": "as_float(【clay】)",
"silt_percentage (%)": "as_float(【silt】)",
"sand_percentage (%)": "as_float(【sand】)",
"coarse_percentage (%)": "as_float(【coarse】)"
},
"chemical": {
"pH_in_H2O": "as_float(【pH_in_H2O】)",
"pH_in_CaCl2": "as_float(【pH_in_CaCl】)"
},
"carbon": {
"organic_carbon_content (g/kg)": "as_float(【OC】)",
"CaCO3_content (g/kg)": "as_float(【CaCO3】)"
},
"fertility": {
"N_extractable (g/kg)": "as_float(【N】)",
"K_extractable (mg/kg)": "as_float(【K】)",
"P_extractable (mg/kg)": "as_float(【P_x】)",
"P_total_content (mg/kg)": "as_float(【PTotal】)",
"cation_exchange_capacity (cmol(+)/kg)": "as_float(【CEC】)"
},
"soil_type": {
"WRB_soil_group": "【WRB_LV1】"
},
"management": {
"water_management_measure": "resolve_code(【WM_WATER_M】, codebook='lucas_mix', top_key='water_management_measure', ignore_error_codes=['0'])",
"water_management_irrigation_source": "resolve_code(【WM_SRC_IRR】, codebook='lucas_mix', top_key='water_management_irrigation_source', ignore_error_codes=['0', '6'])",
"water_management_irrigation_type": "resolve_code(【WM_TYP_IRR】, codebook='lucas_mix', top_key='water_management_irrigation_type', ignore_error_codes=['0', '6'])",
"water_management_delivery": "resolve_code(【WM_DELIVER】, codebook='lucas_mix', top_key='water_management_delivery', ignore_error_codes=['0', '4'])"
},
"land_site": {
"land_cover_primary": "resolve_code(【LC1】, codebook='lucas_lc', ignore_error_codes=['8', 'MISSING'])",
"land_cover_secondary": "resolve_code(【LC2】, codebook='lucas_lc', ignore_error_codes=['8', 'MISSING'])",
"land_use_primary": "resolve_code(re.sub('^U', '', str(【LU1】)), codebook='lucas_lu', ignore_error_codes=['8', 'MISSING'])",
"land_use_secondary": "resolve_code(re.sub('^U', '', str(【LU2】)), codebook='lucas_lu', ignore_error_codes=['8', 'MISSING'])",
"plot_area_size (ha)": "resolve_code(【AREA_SIZE】, codebook='lucas_mix', top_key='plot_area_size (ha)', ignore_error_codes=['0'])",
"tree_height_maturity (m)": "resolve_code(【TREES_HEIG】, codebook='lucas_mix', top_key='tree_height_maturity (m)', ignore_error_codes=['0'])",
"sign_of_grazing": "resolve_code(【LAND_MNGT】, codebook='lucas_mix', top_key='sign_of_grazing', ignore_error_codes=['3', '0'])",
"sign_of_ploughing": "resolve_code(【SOIL_PLOUG】, codebook='lucas_mix', top_key='sign_of_ploughing', ignore_error_codes=['0'])",
"cover_of_residual_crop (%)": "resolve_code(【SOIL_CROP】, codebook='lucas_mix', top_key='cover_of_residual_crop (%)', ignore_error_codes=['0'])",
"cover_of_stones (%)": "resolve_code(【SOIL_STONE】, codebook='lucas_mix', top_key='cover_of_stones (%)', ignore_error_codes=['0'])"
},
"climate": {
"annual_precipitation (mm)": "as_float(【AnnualPrec】)"
},
"topography_geology": {
"elevation (m)": "as_float(【Elevation(m)】)",
"slope (deg)": "as_float(【slope (Degrees)】)",
"parent_material_primary": "【ParMat1】",
"parent_material_secondary": "【ParMat2】"
},
"ASSETS": {
"psd_spectrum": "f\"psd/{'_'.join(['lucas2009', as_int_id(【POINT_ID】), as_int_id(【sample_ID】)])}.npz\""
}
},
"LUCAS_Romania_Bulgaria_2012/Bulgaria.csv": {
"ENTRY_KEY": "'_'.join(['lucas2012BG', as_int_id(【POINT_ID】), as_int_id(【SoilID】)])",
"LAT_LONG": "(as_float(【GPS_Y_LAT】), as_float(【GPS_X_LONG】))",
"COUNTRY_CODE": "'BG'",
"SAMPLE_DATE": "'XX-XX-2012'",
"SAMPLE_DEPTH_RANGE_CM": "[0, 20]",
"texture": {
"clay_percentage (%)": "as_float(【clay】)",
"silt_percentage (%)": "as_float(【silt】)",
"sand_percentage (%)": "as_float(【sand】)",
"coarse_percentage (%)": "as_float(【coarse】)"
},
"chemical": {
"pH_in_H2O": "as_float(【pHinH2O】)",
"pH_in_CaCl2": "as_float(【pHinCaCl2】)"
},
"carbon": {
"organic_carbon_content (g/kg)": "as_float(【OC】)",
"CaCO3_content (g/kg)": "as_float(【CaCO3】)"
},
"fertility": {
"N_extractable (g/kg)": "as_float(【N】)",
"K_extractable (mg/kg)": "as_float(【K】)",
"P_extractable (mg/kg)": "as_float(【P】)",
"cation_exchange_capacity (cmol(+)/kg)": "as_float(【CEC】)"
}
},
"LUCAS_Romania_Bulgaria_2012/Romania.csv": {
"ENTRY_KEY": "'_'.join(['lucas2012RO', as_int_id(【POINTID】), as_int_id(【SoilID】)])",
"LAT_LONG": "(as_float(【GPSYLAT】), as_float(【GPSXLONG】))",
"COUNTRY_CODE": "'RO'",
"SAMPLE_DATE": "'XX-XX-2012'",
"SAMPLE_DEPTH_RANGE_CM": "[0, 20]",
"texture": {
"clay_percentage (%)": "as_float(【clay】)",
"silt_percentage (%)": "as_float(【silt】)",
"sand_percentage (%)": "as_float(【sand】)",
"coarse_percentage (%)": "as_float(【coarse】)"
},
"chemical": {
"pH_in_H2O": "as_float(【pHinH2O】)",
"pH_in_CaCl2": "as_float(【pHinCaCl2】)"
},
"carbon": {
"organic_carbon_content (g/kg)": "as_float(【OC】)",
"CaCO3_content (g/kg)": "as_float(【CaCO3】)"
},
"fertility": {
"N_extractable (g/kg)": "as_float(【N】)",
"K_extractable (mg/kg)": "as_float(【K】)",
"P_extractable (mg/kg)": "as_float(【P】)",
"cation_exchange_capacity (cmol(+)/kg)": "as_float(【CEC】)"
}
}
}
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