Dataset: ESA Soil Moisture Climate Change Initiative (Soil_Moisture_cci): PASSIVE product, Version 07.1#
Dataset identifier: esacci.SOILMOISTURE.day.L3S.SSMV.multi-sensor.multi-platform.PASSIVE.v07-1.r1
Data store: cciodp
How to open this dataset in AVL JupyterLab
cciodp_store = new_data_store('cciodp')
ds = cciodp_store.open_data('esacci.SOILMOISTURE.day.L3S.SSMV.multi-sensor.multi-platform.PASSIVE.v07-1.r1')
Bounding box map#
cciodp_store = new_data_store('cciodp')
ds = cciodp_store.open_data('esacci.SOILMOISTURE.day.L3S.SSMV.multi-sensor.multi-platform.PASSIVE.v07-1.r1')
Map tiles and data from OpenStreetMap, under the ODbL.
Basic information#
| Parameter | Value |
|---|---|
| Bounding box longitude (°) | -180.0 to 180.0 |
| Bounding box latitude (°) | -90.0 to 90.0 |
| Time range | 1978-11-01 to 2021-12-31 |
| Time period | 1D |
Click here for full dataset metadata.
Variable list#
Click on a variable name to jump to the variable’s full metadata.
| Variable | Long name | Units |
|---|---|---|
| sm | Volumetric Soil Moisture | m3 m-3 |
| sm_uncertainty | Volumetric Soil Moisture Uncertainty | m3 m-3 |
| flag | Flag | [none] |
| freqbandID | Frequency Band Identification | [none] |
| dnflag | Day / Night Flag | [none] |
| mode | Satellite Mode | [none] |
| sensor | Sensor | [none] |
| t0 | Observation Timestamp | days since 1970-01-01 00:00:00 UTC |
Full variable metadata#
sm#
| Field | Value |
|---|---|
| dtype | float32 |
| units | m3 m-3 |
| valid_range | 0.0, 1.0 |
| long_name | Volumetric Soil Moisture |
| standard_name | soil_moisture_content |
| ancillary_variables | sm_uncertainty flag t0 |
| _CoordinateAxes | time lat lon |
| orig_data_type | float32 |
| fill_value | -9999.0 |
| size | 16347225600 |
| shape | 15767, 720, 1440 |
| chunk_sizes | 1, 720, 1440 |
| file_chunk_sizes | 1, 720, 1440 |
| data_type | float32 |
| dimensions | time, lat, lon |
| file_dimensions | time, lat, lon |
sm_uncertainty#
| Field | Value |
|---|---|
| dtype | float32 |
| units | m3 m-3 |
| valid_range | 0.0, 1.0 |
| long_name | Volumetric Soil Moisture Uncertainty |
| standard_name | soil_moisture_content standard_error |
| _CoordinateAxes | time lat lon |
| orig_data_type | float32 |
| fill_value | -9999.0 |
| size | 16347225600 |
| shape | 15767, 720, 1440 |
| chunk_sizes | 1, 720, 1440 |
| file_chunk_sizes | 1, 720, 1440 |
| data_type | float32 |
| dimensions | time, lat, lon |
| file_dimensions | time, lat, lon |
flag#
| Field | Value |
|---|---|
| dtype | int16 |
| long_name | Flag |
| standard_name | soil_moisture_content status_flag |
| _CoordinateAxes | time lat lon |
| flag_values | 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 12, 13, 14, 64, 65, 66, 67, 68, 70, 72, 73, 76, 127 |
| flag_meanings | no_data_inconsistency_detected |
| bit_meanings | no_data_inconsistency_detected |
| valid_range | 0, 255 |
| bits | 0b0 |
| orig_data_type | int16 |
| fill_value | 127 |
| size | 16347225600 |
| shape | 15767, 720, 1440 |
| chunk_sizes | 1, 720, 1440 |
| file_chunk_sizes | 1, 720, 1440 |
| data_type | int16 |
| dimensions | time, lat, lon |
| file_dimensions | time, lat, lon |
freqbandID#
| Field | Value |
|---|---|
| dtype | int16 |
| long_name | Frequency Band Identification |
| _CoordinateAxes | time lat lon |
| flag_values | 0, 4, 64, 68 |
| flag_meanings | NaN |
| valid_range | 0, 511 |
| bit_meanings | NaN |
| bits | 0b0 |
| orig_data_type | int16 |
| fill_value | 0 |
| size | 16347225600 |
| shape | 15767, 720, 1440 |
| chunk_sizes | 1, 720, 1440 |
| file_chunk_sizes | 1, 720, 1440 |
| data_type | int16 |
| dimensions | time, lat, lon |
| file_dimensions | time, lat, lon |
dnflag#
| Field | Value |
|---|---|
| _Unsigned | false |
| dtype | int8 |
| long_name | Day / Night Flag |
| _CoordinateAxes | time lat lon |
| flag_values | 0, 1, 2, 3 |
| flag_meanings | NaN |
| bit_meanings | NaN |
| valid_range | 0, 3 |
| bits | 0b0 |
| orig_data_type | uint8 |
| fill_value | 0 |
| size | 16347225600 |
| shape | 15767, 720, 1440 |
| chunk_sizes | 1, 720, 1440 |
| file_chunk_sizes | 1, 720, 1440 |
| data_type | uint8 |
| dimensions | time, lat, lon |
| file_dimensions | time, lat, lon |
mode#
| Field | Value |
|---|---|
| _Unsigned | false |
| dtype | int8 |
| long_name | Satellite Mode |
| _CoordinateAxes | time lat lon |
| flag_values | 0, 1, 2, 3 |
| flag_meanings | NaN |
| bit_meanings | NaN |
| valid_range | 0, 3 |
| bits | 0b0 |
| orig_data_type | uint8 |
| fill_value | 0 |
| size | 16347225600 |
| shape | 15767, 720, 1440 |
| chunk_sizes | 1, 720, 1440 |
| file_chunk_sizes | 1, 720, 1440 |
| data_type | uint8 |
| dimensions | time, lat, lon |
| file_dimensions | time, lat, lon |
sensor#
| Field | Value |
|---|---|
| dtype | int32 |
| long_name | Sensor |
| _CoordinateAxes | time lat lon |
| flag_values | 0, 1 |
| flag_meanings | NaN |
| valid_range | 0, 131071 |
| bit_meanings | NaN |
| bits | 0b0 |
| orig_data_type | int32 |
| fill_value | 0 |
| size | 16347225600 |
| shape | 15767, 720, 1440 |
| chunk_sizes | 1, 720, 1440 |
| file_chunk_sizes | 1, 720, 1440 |
| data_type | int32 |
| dimensions | time, lat, lon |
| file_dimensions | time, lat, lon |
t0#
| Field | Value |
|---|---|
| dtype | float64 |
| long_name | Observation Timestamp |
| units | days since 1970-01-01 00:00:00 UTC |
| _CoordinateAxes | time lat lon |
| valid_range | 3227.0, 3229.0 |
| orig_data_type | float64 |
| fill_value | -9999.0 |
| size | 16347225600 |
| shape | 15767, 720, 1440 |
| chunk_sizes | 1, 720, 1440 |
| file_chunk_sizes | 1, 720, 1440 |
| data_type | float64 |
| dimensions | time, lat, lon |
| file_dimensions | time, lat, lon |
Full dataset metadata#
| Field | Value |
|---|---|
| title | ESA Soil Moisture Climate Change Initiative (Soil_Moisture_cci): PASSIVE product, Version 07.1 |
| source | LPRMv7/SMMR/Nimbus 7 L3 Surface Soil Moisture, Ancillary Params, and quality flags; LPRMv7/SSMI/F08, F11, F13 DMSP L3 Surface Soil Moisture, Ancillary Params, and quality flags; LPRMv7/TMI/TRMM L2 Surface Soil Moisture, Ancillary Params, and QC; LPRMv7/AMSR-E/Aqua L2B Surface Soil Moisture, Ancillary Params, and QC; LPRMv7/WINDSAT/CORIOLIS L2 Surface Soil Moisture, Ancillary Params, and QC; LPRMv7/AMSR2/GCOM-W1 L3 Surface Soil Moisture, Ancillary Params; LPRMv7/SMOS/MIRAS L3 Surface Soil Moisture, CATDS Level 3 Brightness Temperatures (L3TB) version 300 RE03 & RE04; LPRMv7/SMAP_radiometer/SMAP L2 Surface Soil Moisture, Ancillary Params, and QC; LPRMv7/GMI/GPM L3 Surface Soil Moisture, Ancillary Params, and quality flags; LPRMv7/VIRR/FengYun-3B L3 Surface Soil Moisture, Ancillary Params, and quality flags; LPRMv7/VIRR/FengYun-3C L3 Surface Soil Moisture, Ancillary Params, and quality flags; LPRMv7/VIRR/FengYun-3D L3 Surface Soil Moisture, Ancillary Params, and quality flags; |
| processing_level | L3S |
| references | http://www.esa-soilmoisture-cci.org; Dorigo, W.A., Wagner, W., Albergel, C., Albrecht, F., Balsamo, G., Brocca, L., Chung, D., Ertl, M., Forkel, M., Gruber, A., Haas, E., Hamer, D. P. Hirschi, M., Ikonen, J., De Jeu, R. Kidd, R. Lahoz, W., Liu, Y.Y., Miralles, D., Lecomte, P. (2017) ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions. In Remote Sensing of Environment, 2017, ISSN 0034-4257, https://doi.org/10.1016/j.rse.2017.07.001; Gruber, A., Scanlon, T., van der Schalie, R., Wagner, W., Dorigo, W. (2019) Evolution of the ESA CCI Soil Moisture Climate Data Records and their underlying merging methodology. Earth System Science Data 11, 717-739, https://doi.org/10.5194/essd-11-717-2019; Gruber, A., Dorigo, W. A., Crow, W., Wagner W. (2017). Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals. IEEE Transactions on Geoscience and Remote Sensing. PP. 1-13. https://doi.org/10.1109/TGRS.2017.2734070 |
| product_version | v07-1 |
| comment | This dataset was produced with funding of the ESA CCI+ Soil Moisture project; ESRIN Contract No: 4000126684/19/I-NB |
| history | 2022-03-21 17:49:36 - product produced |
| project | Climate Change Initiative - European Space Agency |
| ecv | SOILMOISTURE |
| product_string | PASSIVE |
| data_type | SSMV |
| abstract | The Soil Moisture CCI PASSIVE dataset is one of three datasets created as part of the European Space Agency's (ESA) Soil Moisture Essential Climate Variable (ECV) Climate Change Initiative (CCI) project. The product has been created by merging data from the SMMR, SSM/I, TMI, AMSR-E, WindSat, FY-3B, FY-3C, FY3D, AMSR2, SMOS, GPM and SMAP satellite instruments. ACTIVE and COMBINED products have also been created. The v07.1 PASSIVE product, provided as global daily images in NetCDF-4 classic file format, presents a global coverage of surface soil moisture at a spatial resolution of 0.25 degrees. It is provided in volumetric units [m3 m-3] and covers the period (yyyy-mm-dd) 1978-11-01 to 2021-12-31. For information regarding the theoretical and algorithmic base of the product, please see the Algorithm Theoretical Baseline Document. Additional reference documents and information relating to the dataset can also be found on the CCI Soil Moisture project website. The data set should be cited using the following references: 1. Gruber, A., Scanlon, T., van der Schalie, R., Wagner, W., and Dorigo, W. (2019). Evolution of the ESA CCI Soil Moisture climate data records and their underlying merging methodology, Earth Syst. Sci. Data, 11, 717–739, https://doi.org/10.5194/essd-11-717-2019 2. Dorigo, W.A., Wagner, W., Albergel, C., Albrecht, F., Balsamo, G., Brocca, L., Chung, D., Ertl, M., Forkel, M., Gruber, A., Haas, E., Hamer, D. P. Hirschi, M., Ikonen, J., De Jeu, R. Kidd, R. Lahoz, W., Liu, Y.Y., Miralles, D., Lecomte, P. (2017). ESA CCI Soil Moisture for improved Earth system understanding: State-of-the art and future directions. In Remote Sensing of Environment, 2017, ISSN 0034-4257, https://doi.org/10.1016/j.rse.2017.07.001 |
| publication_date | 2023-03-10T12:49:04 |
| uuid | 63e14c1e66124ccc857ce4e73ab601ed |
| catalog_url | https://catalogue.ceda.ac.uk/uuid/63e14c1e66124ccc857ce4e73ab601ed |
| sensor_id | multi-sensor |
| platform_id | multi-platform |
| cci_project | SOILMOISTURE |