Dataset: ESA Ocean Colour Climate Change Initiative (Ocean_Colour_cci): Global remote sensing reflectance gridded on a sinusoidal projection, Version 4.2#
Dataset identifier: esacci.OC.mon.L3S.RRS.multi-sensor.multi-platform.MERGED.4-2.sinusoidal
Data store: cciodp
How to open this dataset in AVL JupyterLab
cciodp_store = new_data_store('cciodp')
ds = cciodp_store.open_data('esacci.OC.mon.L3S.RRS.multi-sensor.multi-platform.MERGED.4-2.sinusoidal')
Bounding box map#
cciodp_store = new_data_store('cciodp')
ds = cciodp_store.open_data('esacci.OC.mon.L3S.RRS.multi-sensor.multi-platform.MERGED.4-2.sinusoidal')
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 | 1997-09-03 to 2019-12-31 |
| Time period | 1M |
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 |
|---|---|---|
| MERIS_nobs_sum | Count of the number of observations from the MERIS sensor contributing to this bin cell | [none] |
| MODISA_nobs_sum | Count of the number of observations from the MODIS (Aqua) sensor contributing to this bin cell | [none] |
| Rrs_412 | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 412 nm. | sr-1 |
| Rrs_412_bias | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 412 nm. | sr-1 |
| Rrs_412_rmsd | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 412 nm. | sr-1 |
| Rrs_443 | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 443 nm. | sr-1 |
| Rrs_443_bias | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 443 nm. | sr-1 |
| Rrs_443_rmsd | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 443 nm. | sr-1 |
| Rrs_490 | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 490 nm. | sr-1 |
| Rrs_490_bias | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 490 nm. | sr-1 |
| Rrs_490_rmsd | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 490 nm. | sr-1 |
| Rrs_510 | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 510 nm. | sr-1 |
| Rrs_510_bias | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 510 nm. | sr-1 |
| Rrs_510_rmsd | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 510 nm. | sr-1 |
| Rrs_555 | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 555 nm. | sr-1 |
| Rrs_555_bias | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 555 nm. | sr-1 |
| Rrs_555_rmsd | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 555 nm. | sr-1 |
| Rrs_670 | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 670 nm. | sr-1 |
| Rrs_670_bias | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 670 nm. | sr-1 |
| Rrs_670_rmsd | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 670 nm. | sr-1 |
| SeaWiFS_nobs_sum | Count of the number of observations from the SeaWiFS (GAC and LAC) sensor contributing to this bin cell | [none] |
| VIIRS_nobs_sum | Count of the number of observations from the VIIRS sensor contributing to this bin cell | [none] |
| total_nobs_sum | Count of the total number of observations contributing to this bin cell | [none] |
| water_class1 | Mean of normalised water class 1 membership over the compositing period | [none] |
| water_class10 | Mean of normalised water class 10 membership over the compositing period | [none] |
| water_class11 | Mean of normalised water class 11 membership over the compositing period | [none] |
| water_class12 | Mean of normalised water class 12 membership over the compositing period | [none] |
| water_class13 | Mean of normalised water class 13 membership over the compositing period | [none] |
| water_class14 | Mean of normalised water class 14 membership over the compositing period | [none] |
| water_class2 | Mean of normalised water class 2 membership over the compositing period | [none] |
| water_class3 | Mean of normalised water class 3 membership over the compositing period | [none] |
| water_class4 | Mean of normalised water class 4 membership over the compositing period | [none] |
| water_class5 | Mean of normalised water class 5 membership over the compositing period | [none] |
| water_class6 | Mean of normalised water class 6 membership over the compositing period | [none] |
| water_class7 | Mean of normalised water class 7 membership over the compositing period | [none] |
| water_class8 | Mean of normalised water class 8 membership over the compositing period | [none] |
| water_class9 | Mean of normalised water class 9 membership over the compositing period | [none] |
Full variable metadata#
MERIS_nobs_sum#
| Field | Value |
|---|---|
| coordinates | lat lon |
| long_name | Count of the number of observations from the MERIS sensor contributing to this bin cell |
| number_of_files_composited | 30 |
| orig_data_type | float32 |
| fill_value | 0.0 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
MODISA_nobs_sum#
| Field | Value |
|---|---|
| long_name | Count of the number of observations from the MODIS (Aqua) sensor contributing to this bin cell |
| number_of_files_composited | 30 |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 0.0 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_412#
| Field | Value |
|---|---|
| ancillary_variables | Rrs_412_rmsd Rrs_412_bias |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 412 nm. |
| parameter_vocab_uri | http://vocab.ndg.nerc.ac.uk/term/P071/19/CFV13N26 |
| standard_name | surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_412_bias#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_bias.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 412 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_412_rmsd#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_rmsd.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 412 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_443#
| Field | Value |
|---|---|
| ancillary_variables | Rrs_443_rmsd Rrs_443_bias |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 443 nm. |
| parameter_vocab_uri | http://vocab.ndg.nerc.ac.uk/term/P071/19/CFV13N26 |
| standard_name | surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_443_bias#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_bias.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 443 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_443_rmsd#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_rmsd.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 443 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_490#
| Field | Value |
|---|---|
| ancillary_variables | Rrs_490_rmsd Rrs_490_bias |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 490 nm. |
| parameter_vocab_uri | http://vocab.ndg.nerc.ac.uk/term/P071/19/CFV13N26 |
| standard_name | surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_490_bias#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_bias.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 490 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_490_rmsd#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_rmsd.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 490 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_510#
| Field | Value |
|---|---|
| ancillary_variables | Rrs_510_rmsd Rrs_510_bias |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 510 nm. |
| parameter_vocab_uri | http://vocab.ndg.nerc.ac.uk/term/P071/19/CFV13N26 |
| standard_name | surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_510_bias#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_bias.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 510 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_510_rmsd#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_rmsd.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 510 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_555#
| Field | Value |
|---|---|
| ancillary_variables | Rrs_555_rmsd Rrs_555_bias |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 555 nm. |
| parameter_vocab_uri | http://vocab.ndg.nerc.ac.uk/term/P071/19/CFV13N26 |
| standard_name | surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_555_bias#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_bias.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 555 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_555_rmsd#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_rmsd.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 555 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_670#
| Field | Value |
|---|---|
| ancillary_variables | Rrs_670_rmsd Rrs_670_bias |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 670 nm. |
| parameter_vocab_uri | http://vocab.ndg.nerc.ac.uk/term/P071/19/CFV13N26 |
| standard_name | surface_ratio_of_upwelling_radiance_emerging_from_sea_water_to_downwelling_radiative_flux_in_air |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_670_bias#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_bias.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Bias of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 670 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Rrs_670_rmsd#
| Field | Value |
|---|---|
| comment | Uncertainty lookups derived from file: /data/datasets/CCI/v4.0-production/stage09b-uncertainty_tables/rrs/cci_Rrs_rmsd.dat |
| coordinates | lat lon |
| grid_mapping | crs |
| long_name | Root-mean-square-difference of sea surface reflectance defined as the ratio of water-leaving radiance to surface irradiance at 670 nm. |
| ref | http://www.esa-oceancolour-cci.org/?q=webfm_send/581 |
| rel | uncertainty |
| units | sr-1 |
| units_nonstandard | sr^-1 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
SeaWiFS_nobs_sum#
| Field | Value |
|---|---|
| number_of_files_composited | 30 |
| long_name | Count of the number of observations from the SeaWiFS (GAC and LAC) sensor contributing to this bin cell |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 0.0 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
VIIRS_nobs_sum#
| Field | Value |
|---|---|
| long_name | Count of the number of observations from the VIIRS sensor contributing to this bin cell |
| number_of_files_composited | 30 |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 0.0 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
crs#
| Field | Value |
|---|---|
| grid_mapping_name | 1D binned sinusoidal |
| number_of_latitude_rows | 4320 |
| total_number_of_bins | 23761676 |
| orig_data_type | int32 |
| fill_value | 9223372036854775807 |
| size | 268 |
| shape | 268 |
| chunk_sizes | 1 |
| file_chunk_sizes | 1 |
| data_type | int64 |
| dimensions | time |
| file_dimensions | time |
total_nobs_sum#
| Field | Value |
|---|---|
| long_name | Count of the total number of observations contributing to this bin cell |
| number_of_files_composited | 30 |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 0.0 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class1#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 1 membership over the compositing period |
| coordinates | lat lon |
| grid_mapping | crs |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class10#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| grid_mapping | crs |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 10 membership over the compositing period |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class11#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| coordinates | lat lon |
| grid_mapping | crs |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 11 membership over the compositing period |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class12#
| Field | Value |
|---|---|
| long_name | Mean of normalised water class 12 membership over the compositing period |
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| coordinates | lat lon |
| grid_mapping | crs |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class13#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 13 membership over the compositing period |
| grid_mapping | crs |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class14#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| coordinates | lat lon |
| grid_mapping | crs |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 14 membership over the compositing period |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class2#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| long_name | Mean of normalised water class 2 membership over the compositing period |
| coordinates | lat lon |
| grid_mapping | crs |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class3#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| long_name | Mean of normalised water class 3 membership over the compositing period |
| grid_mapping | crs |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class4#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| long_name | Mean of normalised water class 4 membership over the compositing period |
| coordinates | lat lon |
| grid_mapping | crs |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class5#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| long_name | Mean of normalised water class 5 membership over the compositing period |
| coordinates | lat lon |
| grid_mapping | crs |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class6#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 6 membership over the compositing period |
| grid_mapping | crs |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class7#
| Field | Value |
|---|---|
| coordinates | lat lon |
| grid_mapping | crs |
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 7 membership over the compositing period |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class8#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| coordinates | lat lon |
| grid_mapping | crs |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 8 membership over the compositing period |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
water_class9#
| Field | Value |
|---|---|
| paper_ref | Thomas Jackson, Shubha Sathyendranath, Frederic Melin, (2017) An improved optical classification scheme for the Ocean Colour Essential Climate Variable and its applications, Remote Sensing of Environment, Available online 5 April 2017, ISSN 0034-4257, http://doi.org/10.1016/j.rse.2017.03.036. |
| ref | http://dx.doi.org/10.1016/j.rse.2009.07.016 |
| long_name | Mean of normalised water class 9 membership over the compositing period |
| grid_mapping | crs |
| coordinates | lat lon |
| orig_data_type | float32 |
| fill_value | 9.96921e+36 |
| size | 6368129168 |
| shape | 268, 23761676 |
| chunk_sizes | 1, 1048576 |
| file_chunk_sizes | 1, 1048576 |
| data_type | float32 |
| dimensions | time, bin_index |
| file_dimensions | time, bin_index |
Full dataset metadata#
| Field | Value |
|---|---|
| comment | See summary attribute |
| processing_level | L3S |
| project | Climate Change Initiative - European Space Agency |
| references | http://www.esa-oceancolour-cci.org/ |
| source | NASA SeaWiFS L2 R2018.0 LAC and GAC, MODIS-Aqua L2 R2018.0, MERIS L1B 3rd reprocessing inc OCL corrections, NASA VIIRS L2 R2018.0 |
| title | ESA Ocean Colour Climate Change Initiative (Ocean_Colour_cci): Global remote sensing reflectance gridded on a sinusoidal projection, Version 4.2 |
| history | Source data were: ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971101-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971102-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971103-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971104-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971105-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971106-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971107-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971108-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971109-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971110-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971111-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971112-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971113-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971114-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971115-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971116-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971117-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971118-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971119-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971120-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971121-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971122-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971123-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971124-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971125-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971126-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971127-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971128-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971129-fv4.1.nc, ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1D_DAILY_4km_SIN_PML_OCx_QAA-19971130-fv4.1.nc; netcdf_compositor_cci composites Rrs_412, Rrs_443, Rrs_490, Rrs_510, Rrs_555, Rrs_670, water_class1, water_class2, water_class3, water_class4, water_class5, water_class6, water_class7, water_class8, water_class9, water_class10, water_class11, water_class12, water_class13, water_class14, atot_412, atot_443, atot_490, atot_510, atot_555, atot_670, aph_412, aph_443, aph_490, aph_510, aph_555, aph_670, adg_412, adg_443, adg_490, adg_510, adg_555, adg_670, bbp_412, bbp_443, bbp_490, bbp_510, bbp_555, bbp_670, chlor_a, kd_490, Rrs_412_bias, Rrs_443_bias, Rrs_490_bias, Rrs_510_bias, Rrs_555_bias, Rrs_670_bias, chlor_a_log10_bias, aph_412_bias, aph_443_bias, aph_490_bias, aph_510_bias, aph_555_bias, aph_670_bias, adg_412_bias, adg_443_bias, adg_490_bias, adg_510_bias, adg_555_bias, adg_670_bias, kd_490_bias with --mean, Rrs_412_rmsd, Rrs_443_rmsd, Rrs_490_rmsd, Rrs_510_rmsd, Rrs_555_rmsd, Rrs_670_rmsd, chlor_a_log10_rmsd, aph_412_rmsd, aph_443_rmsd, aph_490_rmsd, aph_510_rmsd, aph_555_rmsd, aph_670_rmsd, adg_412_rmsd, adg_443_rmsd, adg_490_rmsd, adg_510_rmsd, adg_555_rmsd, adg_670_rmsd, kd_490_rmsd with --root-mean-square, and SeaWiFS_nobs, MODISA_nobs, MERIS_nobs, VIIRS_nobs, total_nobs - with --total 1579700997 Subsetted from standardised_sine/ESACCI-OC-L3S-OC_PRODUCTS-MERGED-1M_MONTHLY_4km_SIN_PML_OCx_QAA-199711-fv4.1.nc to only include variables MERIS_nobs_sum,MODISA_nobs_sum,Rrs_412,Rrs_412_bias,Rrs_412_rmsd,Rrs_443,Rrs_443_bias,Rrs_443_rmsd,Rrs_490,Rrs_490_bias,Rrs_490_rmsd,Rrs_510,Rrs_510_bias,Rrs_510_rmsd,Rrs_555,Rrs_555_bias,Rrs_555_rmsd,Rrs_670,Rrs_670_bias,Rrs_670_rmsd,SeaWiFS_nobs_sum,VIIRS_nobs_sum,crs,lat,lon,time,total_nobs_sum,water_class1,water_class10,water_class11,water_class12,water_class13,water_class14,water_class2,water_class3,water_class4,water_class5,water_class6,water_class7,water_class8,water_class9 |
| product_version | 4-2 |
| ecv | OC |
| institute | Plymouth Marine Laboratory |
| product_string | MERGED |
| data_type | RRS |
| abstract | The ESA Ocean Colour CCI project has produced global level 3 binned multi-sensor time-series of satellite ocean-colour data with a particular focus for use in climate studies. This dataset contains the Version 4.2 Remote Sensing Reflectance product on a sinusoidal projection at approximately 4 km spatial resolution and at a number of time resolutions (daily, 5-day, 8-day and monthly composites). Values for remote sensing reflectance at the sea surface are provided for the standard SeaWiFS wavelengths (412, 443, 490, 510, 555, 670nm) with pixel-by-pixel uncertainty estimates for each wavelength. These are merged products based on SeaWiFS, MERIS and Aqua-MODIS data. Note, these data are also contained within the 'All Products' dataset. This data product is on a sinusoidal equal-area grid projection, matching the NASA standard level 3 binned projection. The default number of latitude rows is 4320, which results in a vertical bin cell size of approximately 4 km. The number of longitude columns varies according to the latitude, which permits the equal area property. Unlike the NASA format, where the bin cells that do not contain any data are omitted, the CCI format retains all cells and simply marks empty cells with a NetCDF fill value. (A separate dataset is also available for data on a geographic projection). |
| publication_date | 2020-07-01T10:13:25 |
| uuid | d6d0d7b4cf3540448b4ddcaed2f54b81 |
| catalog_url | https://catalogue.ceda.ac.uk/uuid/d6d0d7b4cf3540448b4ddcaed2f54b81 |
| sensor_id | multi-sensor |
| platform_id | multi-platform |
| cci_project | OC |