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"LUCAS-SOIL-2018-data-report-readme-v2/LUCAS-SOIL-2018-v2/LUCAS-SOIL-2018.csv": {
"ENTRY_KEY": "'_'.join(['lucas2018', as_int_id(【POINTID】), '0'])",
"LAT_LONG": "(as_float(【TH_LAT】), as_float(【TH_LONG】))",
"COUNTRY_CODE": "【NUTS_0】",
"SAMPLE_DATE": "datetime.strptime(【SURVEY_DATE】, '%d-%m-%y').strftime('%d-%m-%Y') if 【SURVEY_DATE】 else 'XX-XX-2018'",
"SAMPLE_DEPTH_RANGE_CM": "[0, 20]",
"chemical": {
"pH_in_H2O": "as_float(【pH_H2O】)",
"pH_in_CaCl2": "as_float(【pH_CaCl2】)",
"electrical_conductivity (mS/m)": "as_float(【EC】)"
},
"carbon": {
"organic_carbon_content (g/kg)": "as_float(【OC】)",
"organic_carbon_content_20_30cm (g/kg)": "as_float(【OC (20-30 cm)】)",
"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】)"
},
"mineral": {
"oxalate_extractable_Al (g/kg)": "as_float(【Ox_Al】)",
"oxalate_extractable_Fe (g/kg)": "as_float(【Ox_Fe】)"
},
"land_site": {
"land_cover_primary": "resolve_code(【LC】, codebook='lucas_lc', ignore_error_codes=['8', 'MISSING'])",
"land_use_primary": "resolve_code(re.sub('^U', '', str(【LU】)), codebook='lucas_lu', ignore_error_codes=['8', 'MISSING'])"
},
"topography_geology": {
"elevation (m)": "as_float(【Elev】)"
}
},
"BD_LUCAS_data_for_paper/BD2018_data_for_paper.csv": {
"ENTRY_KEY": "'^.*_' + as_int_id(【POINT_ID】) + '_.*$'",
"mass_density": {
"bulk_density (g/cm³)": "as_float(【BDsample_0】)",
"bulk_density_fine (g/cm³)": "as_float(【BDfine_0_2】)",
"course_mass_faction": "as_float(【coarse_mas】)",
"course_vol_faction": "as_float(【coarse_vol】)"
}
},
"LUCAS-SOIL-2018-data-report-readme-v2/LUCAS-SOIL-2018-v2/BulkDensity_2018_final-2.csv": {
"ENTRY_KEY": "'^.*_' + as_int_id(【POINT_ID】) + '_.*$'",
"mass_density": {
"bulk_density_0_10cm (g/cm³)": "as_float(【BD 0-10】)",
"bulk_density_10_20cm (g/cm³)": "as_float(【BD 10-20】)",
"bulk_density_20_30cm (g/cm³)": "as_float(【BD 20-30】)",
"bulk_density (g/cm³)": "as_float(【BD 0-20】)"
}
},
"LUCAS-SOIL-2018-data-report-readme-v2/LUCAS-SOIL-2018-v2/LUCAS2018_ORG.csv": {
"ENTRY_KEY": "'^.*_' + as_int_id(【POINT_ID】) + '_.*$'",
"management": {
"organic_cultivation": "【SURVEY_SOIL_ORG_CULTIVATED】=='1'",
"organic_cultivation_depth_center (cm)": "as_float(【SURVEY_SOIL_ORG_DEPTH_P_CM】)",
"organic_cultivation_depth_north (cm)": "as_float(【SURVEY_SOIL_ORG_DEPTH_N_CM】)",
"organic_cultivation_depth_east (cm)": "as_float(【SURVEY_SOIL_ORG_DEPTH_E_CM】)",
"organic_cultivation_depth_south (cm)": "as_float(【SURVEY_SOIL_ORG_DEPTH_S_CM】)",
"organic_cultivation_depth_west (cm)": "as_float(【SURVEY_SOIL_ORG_DEPTH_W_CM】)"
}
},
"LUCAS-SOIL-2018-data-report-readme-v2/LUCAS-SOIL-2018-v2/LUCAS2018_EROSION.csv": {
"ENTRY_KEY": "'^.*_' + as_int_id(【POINT_ID】) + '_.*$'",
"erosion": {
"erosion_signs": "【SURVEY_EROSION_SIGNS】=='1'",
"erosion_sheet_general": "【SURVEY_EROSION_SHEET】=='1'",
"erosion_sheet_point": "【SURVEY_EROSION_SHEET_P】=='1'",
"erosion_sheet_NESW": "[【SURVEY_EROSION_SHEET_N】=='1', 【SURVEY_EROSION_SHEET_E】=='1', 【SURVEY_EROSION_SHEET_S】=='1', 【SURVEY_EROSION_SHEET_W】=='1']",
"erosion_sheet_NESW_dists (m)": "[as_float(【SURVEY_EROSION_SHEET_N_DIST_M】), as_float(【SURVEY_EROSION_SHEET_E_DIST_M】), as_float(【SURVEY_EROSION_SHEET_S_DIST_M】), as_float(【SURVEY_EROSION_SHEET_W_DIST_M】)]",
"erosion_rill_general": "【SURVEY_EROSION_RILL】=='1'",
"erosion_rill_point": "【SURVEY_EROSION_RILL_P】=='1'",
"erosion_rill_NESW": "[【SURVEY_EROSION_RILL_N】=='1', 【SURVEY_EROSION_RILL_E】=='1', 【SURVEY_EROSION_RILL_S】=='1', 【SURVEY_EROSION_RILL_W】=='1']",
"erosion_rill_NESW_dists (m)": "[as_float(【SURVEY_EROSION_RILL_N_DIST_M】), as_float(【SURVEY_EROSION_RILL_E_DIST_M】), as_float(【SURVEY_EROSION_RILL_S_DIST_M】), as_float(【SURVEY_EROSION_RILL_W_DIST_M】)]",
"erosion_gully_general": "【SURVEY_EROSION_GULLY】=='1'",
"erosion_gully_point": "【SURVEY_EROSION_GULLY_P】=='1'",
"erosion_gully_NESW": "[【SURVEY_EROSION_GULLY_N】=='1', 【SURVEY_EROSION_GULLY_E】=='1', 【SURVEY_EROSION_GULLY_S】=='1', 【SURVEY_EROSION_GULLY_W】=='1']",
"erosion_gully_NESW_dists (m)": "[as_float(【SURVEY_EROSION_GULLY_N_DIST_M】), as_float(【SURVEY_EROSION_GULLY_E_DIST_M】), as_float(【SURVEY_EROSION_GULLY_S_DIST_M】), as_float(【SURVEY_EROSION_GULLY_W_DIST_M】)]",
"erosion_mass_general": "【SURVEY_EROSION_MASS】=='1'",
"erosion_mass_point": "【SURVEY_EROSION_MASS_P】=='1'",
"erosion_mass_NESW": "[【SURVEY_EROSION_MASS_N】=='1', 【SURVEY_EROSION_MASS_E】=='1', 【SURVEY_EROSION_MASS_S】=='1', 【SURVEY_EROSION_MASS_W】=='1']",
"erosion_mass_NESW_dists (m)": "[as_float(【SURVEY_EROSION_MASS_N_DIST_M】), as_float(【SURVEY_EROSION_MASS_E_DIST_M】), as_float(【SURVEY_EROSION_MASS_S_DIST_M】), as_float(【SURVEY_EROSION_MASS_W_DIST_M】)]",
"erosion_deposition_general": "【SURVEY_EROSION_DEP】=='1'",
"erosion_deposition_point": "【SURVEY_EROSION_DEP_P】=='1'",
"erosion_deposition_NESW": "[【SURVEY_EROSION_DEP_N】=='1', 【SURVEY_EROSION_DEP_E】=='1', 【SURVEY_EROSION_DEP_S】=='1', 【SURVEY_EROSION_DEP_W】=='1']",
"erosion_deposition_NESW_dists (m)": "[as_float(【SURVEY_EROSION_DEP_N_DIST_M】), as_float(【SURVEY_EROSION_DEP_E_DIST_M】), as_float(【SURVEY_EROSION_DEP_S_DIST_M】), as_float(【SURVEY_EROSION_DEP_W_DIST_M】)]",
"erosion_wind_general": "【SURVEY_EROSION_WIND】=='1'",
"erosion_wind_point": "【SURVEY_EROSION_WIND_P】=='1'",
"erosion_wind_NESW": "[【SURVEY_EROSION_WIND_N】=='1', 【SURVEY_EROSION_WIND_E】=='1', 【SURVEY_EROSION_WIND_S】=='1', 【SURVEY_EROSION_WIND_W】=='1']",
"erosion_wind_NESW_dists (m)": "[as_float(【SURVEY_EROSION_WIND_N_DIST_M】), as_float(【SURVEY_EROSION_WIND_E_DIST_M】), as_float(【SURVEY_EROSION_WIND_S_DIST_M】), as_float(【SURVEY_EROSION_WIND_W_DIST_M】)]",
"erosion_rill_gully_north": "【SURVEY_EROSION_RILLGULLY_N】=='1'"
}
},
"LUCAS_Text_All_10032025/LUCAS_Text_All_10032025.csv": {
"ENTRY_KEY": "'^.*_' + as_int_id(【POINTID】) + '_.*$'",
"texture": {
"clay_percentage (%)": "as_float(【Clay】)",
"silt_percentage (%)": "as_float(【Silt】)",
"sand_percentage (%)": "as_float(【Sand】)",
"coarse_percentage (%)": "as_float(【Coarse】)",
"USDA_class": "【USDA】",
"ISSS_class": "【ISSS】"
}
}
}
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