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config_source_deafrica.yml
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# These are configuration parameters that can be set by users
# The parameters enable access to the cloud collections
sources:
DEAFRICA :
s3_class : ["deafrica_cube", "stac_cube", "eo_cube",
"raster_cube"]
service : "STAC"
url : "https://explorer.digitalearth.africa/stac/"
collections :
ALOS-PALSAR-MOSAIC :
bands :
HH : &deafrica_alos_25m
missing_value : 0
minimum_value : 0
maximum_value : 65534
scale_factor : 1
offset_value : 0
resolution : 25
band_name : "hh"
data_type : "FLT4S"
HV :
<<: *deafrica_alos_25m
band_name : "hv"
CLOUD:
band_name: "mask"
resolution: 10
data_type: "INT1U"
bit_mask: true
values:
0 : "no_data"
50 : "water"
100 : "lay_over"
150 : "shadowing"
255 : "land"
interp_values: [0, 150]
satellite : "PALSAR"
sensor : "ALOS"
access_vars:
AWS_DEFAULT_REGION: "af-south-1"
AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST: true
collection_name: "alos_palsar_mosaic"
sar_cube : true
open_data: true
open_data_token: false
metadata_search: "feature"
ext_tolerance: 0
grid_system : ""
DEM-COP-30 :
bands:
ELEVATION:
band_name : "elevation"
resolution : 30
data_type : "FLT4S"
missing_value : -32768
minimum_value : -32767
maximum_value : 65534
scale_factor : 1
offset_value : 0
resampling : "bilinear"
satellite : "COP-DEM"
sensor : "30"
collection_name : "dem_cop_30"
access_vars :
AWS_DEFAULT_REGION : "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST : true
open_data : true
open_data_token : false
metadata_search : "tile"
ext_tolerance : 0
grid_system : ""
LS5-SR :
bands :
B01 : &deafrica_ls5_30m
band_name : "SR_B1"
resolution : 30
data_type : "INT2U"
missing_value : 0
minimum_value : 1
maximum_value : 65455
scale_factor : 2.75e-05
offset_value : -0.2
resampling : "bilinear"
B02 :
<<: *deafrica_ls5_30m
band_name: "SR_B2"
B03 :
<<: *deafrica_ls5_30m
band_name: "SR_B3"
B04 :
<<: *deafrica_ls5_30m
band_name: "SR_B4"
B05 :
<<: *deafrica_ls5_30m
band_name: "SR_B5"
B07 :
<<: *deafrica_ls5_30m
band_name: "SR_B7"
CLOUD :
band_name : "QA_PIXEL"
resolution : 30
data_type : "INT2U"
bit_mask : true
values :
0 : "missing_data"
1 : "Dilated Cloud"
2 : "Unused"
3 : "Cloud"
4 : "Cloud Shadow"
5 : "Snow"
6 : "Clear"
7 : "Water"
8 : "Cloud Confidence"
9 : "Cloud Confidence"
10 : "Cloud Shadow Confidence"
11 : "Cloud Shadow Confidence"
12 : "Snow/Ice Confidence"
13 : "Snow/Ice Confidence"
14 : "Unused"
15 : "Unused"
interp_values: [0, 1, 3, 4, 5]
satellite : "LANDSAT-5"
sensor : "TM-MSS"
collection_name : "ls5_sr"
access_vars :
AWS_DEFAULT_REGION : "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST : true
open_data : true
open_data_token : false
metadata_search : "tile"
ext_tolerance : 0
grid_system : "WRS-2"
LS7-SR :
bands :
B01 : &deafrica_ls7_30m
band_name : "SR_B1"
resolution : 30
data_type : "INT2U"
missing_value : 0
minimum_value : 1
maximum_value : 65455
scale_factor : 2.75e-05
offset_value : -0.2
resampling : "bilinear"
B02 :
<<: *deafrica_ls7_30m
band_name: "SR_B2"
B03 :
<<: *deafrica_ls7_30m
band_name: "SR_B3"
B04 :
<<: *deafrica_ls7_30m
band_name: "SR_B4"
B05 :
<<: *deafrica_ls7_30m
band_name: "SR_B5"
B07 :
<<: *deafrica_ls7_30m
band_name: "SR_B7"
CLOUD :
band_name : "QA_PIXEL"
resolution : 30
data_type : "INT2U"
bit_mask : true
values :
0 : "missing_data"
1 : "Dilated Cloud"
2 : "Unused"
3 : "Cloud"
4 : "Cloud Shadow"
5 : "Snow"
6 : "Clear"
7 : "Water"
8 : "Cloud Confidence"
9 : "Cloud Confidence"
10 : "Cloud Shadow Confidence"
11 : "Cloud Shadow Confidence"
12 : "Snow/Ice Confidence"
13 : "Snow/Ice Confidence"
14 : "Unused"
15 : "Unused"
interp_values: [0, 1, 3, 4, 5]
satellite : "LANDSAT-7"
sensor : "ETM"
collection_name : "ls7_sr"
access_vars :
AWS_DEFAULT_REGION : "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST : true
open_data : true
open_data_token : false
metadata_search : "tile"
ext_tolerance : 0
grid_system : "WRS-2"
LS8-SR : &deafrica_l8
bands :
B01 : &deafrica_oli_30m
missing_value : 0
minimum_value : 7273
maximum_value : 43636
scale_factor : 0.0000275
offset_value : -0.2
resampling : "bilinear"
resolution : 30
band_name : "SR_B1"
data_type : "INT2U"
B02 :
<<: *deafrica_oli_30m
band_name : "SR_B2"
B03 :
<<: *deafrica_oli_30m
band_name : "SR_B3"
B04 :
<<: *deafrica_oli_30m
band_name : "SR_B4"
B05 :
<<: *deafrica_oli_30m
band_name : "SR_B5"
B06 :
<<: *deafrica_oli_30m
band_name : "SR_B6"
B07 :
<<: *deafrica_oli_30m
band_name : "SR_B7"
CLOUD :
bit_mask : true
band_name : "QA_PIXEL"
values :
0 : "missing_data"
1 : "Dilated Cloud"
2 : "High confidence cirrus"
4 : "High confidence cloud shadow"
5 : "High confidence snow cover"
6 : "Clear"
7 : "Water"
9 : "High confidence of cloud"
11 : "High confidence of cloud shadow"
13 : "High confidence of snow"
15 : "High confidence of cirrus"
interp_values : [0, 1, 2, 3, 4, 5]
resampling : "near"
resolution : 30
data_type : "INT2U"
satellite : "LANDSAT-8"
sensor : "OLI"
collection_name: "ls8_sr"
access_vars :
AWS_DEFAULT_REGION: "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST: true
open_data: true
open_data_token: false
metadata_search : "tile"
ext_tolerance: 0
grid_system : "WRS-2"
LS9-SR :
bands:
B01: &deafrica_ls9_30m
band_name : "SR_B1"
resolution : 30
data_type : "INT2U"
missing_value : 0
minimum_value : 1
maximum_value : 65455
scale_factor : 2.75e-05
offset_value : -0.2
resampling : "bilinear"
B02:
<<: *deafrica_ls9_30m
band_name: "SR_B2"
B03:
<<: *deafrica_ls9_30m
band_name: "SR_B3"
B04:
<<: *deafrica_ls9_30m
band_name: "SR_B4"
B05:
<<: *deafrica_ls9_30m
band_name: "SR_B5"
B06:
<<: *deafrica_ls9_30m
band_name: "SR_B6"
B07:
<<: *deafrica_ls9_30m
band_name: "SR_B7"
CLOUD:
band_name : "QA_PIXEL"
resolution : 30
data_type : "INT2U"
bit_mask : true
values :
0 : "missing_data"
1 : "Dilated Cloud"
2 : "Cirrus"
3 : "Cloud"
4 : "Cloud Shadow"
5 : "Snow"
6 : "Clear"
7 : "Water"
8 : "Cloud Confidence"
9 : "Cloud Confidence"
10 : "Cloud Shadow Confidence"
11 : "Cloud Shadow Confidence"
12 : "Snow/Ice Confidence"
13 : "Snow/Ice Confidence"
14 : "Cirrus Confidence"
15 : "Cirrus Confidence"
interp_values : [0, 1, 2, 3, 4, 5]
satellite : "LANDSAT-9"
sensor : "OLI"
collection_name : "ls9_sr"
access_vars :
AWS_DEFAULT_REGION : "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST : true
open_data : true
open_data_token : false
metadata_search : "tile"
ext_tolerance : 0
grid_system : "WRS-2"
NDVI-ANOMALY :
bands :
NDVI-MEAN : &deafrica_ndvi_anomaly_30m
band_name : "ndvi_mean"
resolution : 30
data_type : "FLT4S"
missing_value : -32768
minimum_value : 0
maximum_value : 1
scale_factor : 1
offset_value : 0
resampling : "bilinear"
NDVI-STD-ANOMALY:
<<: *deafrica_ndvi_anomaly_30m
band_name : "ndvi_std_anomaly"
satellite : "LANDSAT-SENTINEL"
sensor : "OLI-MSI"
collection_name : "ndvi_anomaly"
access_vars:
AWS_DEFAULT_REGION : "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST : true
open_data : true
open_data_token : false
metadata_search : "tile"
ext_tolerance : 0
grid_system : ""
RAINFALL-CHIRPS-DAILY :
bands:
RAINFALL:
band_name : "rainfall"
resolution : 5000
data_type : "FLT4S"
missing_value : -9999
minimum_value : 0
maximum_value : 10000
scale_factor : 1
offset_value : 0
resampling : "bilinear"
satellite : "CHIRPS"
sensor : "CHIRPS"
collection_name : "rainfall_chirps_daily"
access_vars :
AWS_DEFAULT_REGION : "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST : true
open_data : true
open_data_token : false
metadata_search : "feature"
ext_tolerance : 0
grid_system : ""
RAINFALL-CHIRPS-MONTHLY :
bands:
RAINFALL:
band_name : "rainfall"
resolution : 5000
data_type : "FLT4S"
missing_value : -9999
minimum_value : 0
maximum_value : 10000
scale_factor : 1
offset_value : 0
resampling : "bilinear"
satellite : "CHIRPS"
sensor : "CHIRPS"
collection_name : "rainfall_chirps_monthly"
access_vars :
AWS_DEFAULT_REGION : "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST : true
open_data : true
open_data_token : false
metadata_search : "feature"
ext_tolerance : 0
grid_system : ""
SENTINEL-1-RTC :
bands :
VV : &deafrica_rtc_20m
missing_value : -32768.0
minimum_value : 0
maximum_value : 65534
scale_factor : 1
offset_value : 0
resolution : 20
band_name : "VV"
data_type : "FLT4S"
VH :
<<: *deafrica_rtc_20m
band_name : "VH"
satellite : "SENTINEL-1"
sensor : "RTC"
platforms :
SENTINEL-1A: "sentinel-1a"
SENTINEL-1B: "sentinel-1b"
orbits : ["ascending", "descending"]
access_vars :
AWS_DEFAULT_REGION : "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST : true
collection_name : "s1_rtc"
sar_cube : true
open_data : true
open_data_token : false
metadata_search : "tile"
ext_tolerance : 0
grid_system : "MGRS"
SENTINEL-2-L2A :
bands :
B01 : &deafrica_msi_60m
missing_value : -9999
minimum_value : 0
maximum_value : 10000
scale_factor : 0.0001
offset_value : 0
resolution : 60
band_name : "B01"
data_type : "INT2S"
B02 : &deafrica_msi_10m
missing_value : -9999
minimum_value : 0
maximum_value : 10000
scale_factor : 0.0001
offset_value : 0
resolution : 10
band_name : "B02"
data_type : "INT2S"
B03 :
<<: *deafrica_msi_10m
band_name : "B03"
B04 :
<<: *deafrica_msi_10m
band_name : "B04"
B05 : &deafrica_msi_20m
missing_value : -9999
minimum_value : 0
maximum_value : 10000
scale_factor : 0.0001
offset_value : 0
resolution : 20
band_name : "B05"
data_type : "INT2S"
B06 :
<<: *deafrica_msi_20m
band_name : "B06"
B07 :
<<: *deafrica_msi_20m
band_name : "B07"
B08 :
<<: *deafrica_msi_10m
band_name : "B08"
B8A :
<<: *deafrica_msi_20m
band_name : "B8A"
B09 :
<<: *deafrica_msi_60m
band_name : "B09"
B11 :
<<: *deafrica_msi_20m
band_name : "B11"
B12 :
<<: *deafrica_msi_20m
band_name : "B12"
CLOUD :
bit_mask : false
band_name : "SCL"
values :
0 : "missing_data"
1 : "defective pixel"
2 : "shadows"
3 : "cloud shadows"
4 : "vegetation"
5 : "non-vegetated"
6 : "water"
7 : "unclassified"
8 : "cloud medium"
9 : "cloud high"
10 : "thin cirrus"
11 : "snow or ice"
interp_values : [0, 1, 2, 3, 8, 9, 10, 11]
resolution : 20
data_type : "INT1U"
satellite : "SENTINEL-2"
sensor : "MSI"
platforms :
SENTINEL-2A: "sentinel-2a"
SENTINEL-2B: "sentinel-2b"
collection_name: "s2_l2a"
access_vars :
AWS_DEFAULT_REGION: "af-south-1"
AWS_S3_ENDPOINT : "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST: true
open_data: true
open_data_token: false
metadata_search : "tile"
ext_tolerance: 0
grid_system : "MGRS"
GM-LS8-LS9-ANNUAL :
bands:
B02: &deafrica_ls_gm_annual_30m
band_name : "SR_B2"
resolution : 30
data_type : "INT2U"
missing_value : 0
minimum_value : 1
maximum_value : 65455
scale_factor : 0.0001
offset_value : 0
resampling : "bilinear"
B03:
<<: *deafrica_ls_gm_annual_30m
band_name: "SR_B3"
B04:
<<: *deafrica_ls_gm_annual_30m
band_name: "SR_B4"
B05:
<<: *deafrica_ls_gm_annual_30m
band_name: "SR_B5"
B06:
<<: *deafrica_ls_gm_annual_30m
band_name: "SR_B6"
B07:
<<: *deafrica_ls_gm_annual_30m
band_name: "SR_B7"
EMAD: &deafrica_ls_gm_annual_metrics_30m
band_name : "EMAD"
resolution : 10
data_type : "FLT4S"
missing_value : -3.402823466385288e+37
minimum_value : -3.402823466385288e+37
maximum_value : 1.7014118346015974e+37
scale_factor : 1
offset_value : 0
resampling : "bilinear"
SMAD:
<<: *deafrica_ls_gm_annual_metrics_30m
band_name : "SMAD"
BCMAD:
<<: *deafrica_ls_gm_annual_metrics_30m
band_name: "BCMAD"
satellite: "LANDSAT"
sensor: "OLI"
collection_name: "gm_ls8_ls9_annual"
access_vars:
AWS_DEFAULT_REGION: "af-south-1"
AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST: true
open_data: true
open_data_token: false
metadata_search: "tile"
ext_tolerance: 0
grid_system: "WRS-2"
GM-S2-ANNUAL :
bands:
B02: &deafrica_sentinel_gm_annual_10m
band_name : "B02"
resolution : 10
data_type : "INT2U"
missing_value : 0
minimum_value : 1
maximum_value : 65455
scale_factor : 0.0001
offset_value : 0
resampling : "bilinear"
B03:
<<: *deafrica_sentinel_gm_annual_10m
band_name: "B03"
B04:
<<: *deafrica_sentinel_gm_annual_10m
band_name: "B04"
B05:
<<: *deafrica_sentinel_gm_annual_10m
band_name: "B05"
B06:
<<: *deafrica_sentinel_gm_annual_10m
band_name: "B06"
B07:
<<: *deafrica_sentinel_gm_annual_10m
band_name: "B07"
B08:
<<: *deafrica_sentinel_gm_annual_10m
band_name: "B08"
B11:
<<: *deafrica_sentinel_gm_annual_10m
band_name: "B11"
B12:
<<: *deafrica_sentinel_gm_annual_10m
B8A:
<<: *deafrica_sentinel_gm_annual_10m
band_name: "B8A"
EMAD: &deafrica_sentinel_gm_annual_metrics_10m
band_name : "EMAD"
resolution : 10
data_type : "FLT4S"
missing_value : -3.402823466385288e+37
minimum_value : -3.402823466385288e+37
maximum_value : 1.7014118346015974e+37
scale_factor : 1
offset_value : 0
resampling : "bilinear"
SMAD:
<<: *deafrica_sentinel_gm_annual_metrics_10m
band_name : "SMAD"
BCMAD:
<<: *deafrica_sentinel_gm_annual_metrics_10m
band_name: "BCMAD"
satellite: "SENTINEL-2"
sensor: "MSI"
collection_name: "gm_s2_annual"
access_vars:
AWS_DEFAULT_REGION: "af-south-1"
AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST: true
open_data: true
open_data_token: false
metadata_search: "tile"
ext_tolerance: 0
grid_system: "MGRS"
GM-S2-ROLLING :
bands:
B02: &deafrica_sentinel_gm_rolling_10m
band_name : "B02"
resolution : 10
data_type : "INT2U"
missing_value : 0
minimum_value : 1
maximum_value : 65534
scale_factor : 0.0001
offset_value : 0
resampling : "bilinear"
B03:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B03"
B04:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B04"
B05:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B05"
B06:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B06"
B07:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B07"
B08:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B08"
B11:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B11"
B12:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B12"
B8A:
<<: *deafrica_sentinel_gm_rolling_10m
band_name : "B8A"
EMAD: &deafrica_sentinel_gm_annual_metrics_10m
band_name : "EMAD"
resolution : 10
data_type : "FLT4S"
missing_value : -3.402823466385288e+37
minimum_value : -3.402823466385288e+37
maximum_value : 1.7014118346015974e+37
scale_factor : 1
offset_value : 0
resampling : "bilinear"
SMAD:
<<: *deafrica_sentinel_gm_annual_metrics_10m
band_name: "SMAD"
BCMAD:
<<: *deafrica_sentinel_gm_annual_metrics_10m
band_name: "BCMAD"
satellite: "SENTINEL-2"
sensor: "MSI"
collection_name: "gm_s2_rolling"
access_vars:
AWS_DEFAULT_REGION: "af-south-1"
AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST: true
open_data: true
open_data_token: false
metadata_search: "tile"
ext_tolerance: 0
grid_system: "MGRS"
GM-S2-SEMIANNUAL :
bands:
B02: &deafrica_sentinel_gm_semiannual_10m
band_name : "B02"
resolution : 10
data_type : "INT2U"
missing_value : 0
minimum_value : 1
maximum_value : 65455
scale_factor : 0.0001
offset_value : 0
resampling : "bilinear"
B03:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B03"
B04:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B04"
B05:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B05"
B06:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B06"
B07:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B07"
B08:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B08"
B11:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B11"
B12:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B12"
B8A:
<<: *deafrica_sentinel_gm_semiannual_10m
band_name : "B8A"
EMAD: &deafrica_sentinel_gm_semiannual_metrics_10m
band_name : "EMAD"
resolution : 10
data_type : "FLT4S"
missing_value : -3.402823466385288e+37
minimum_value : -3.402823466385288e+37
maximum_value : 1.7014118346015974e+37
scale_factor : 1
offset_value : 0
resampling : "bilinear"
SMAD:
<<: *deafrica_sentinel_gm_semiannual_metrics_10m
band_name: "SMAD"
BCMAD:
<<: *deafrica_sentinel_gm_semiannual_metrics_10m
band_name: "BCMAD"
satellite: "SENTINEL-2"
sensor: "MSI"
collection_name: "gm_s2_semiannual"
access_vars:
AWS_DEFAULT_REGION: "af-south-1"
AWS_S3_ENDPOINT: "s3.af-south-1.amazonaws.com"
AWS_NO_SIGN_REQUEST: true
open_data: true
open_data_token: false
metadata_search: "tile"
ext_tolerance: 0
grid_system: "MGRS"