def get_sentinel(
product: str,
aoi,
start_date: str,
end_date: str,
bands=["B2", "B3", "B4", "B8"],
export=False,
):
kenya_region = region_to_polygon(get_kenya())
col = (ee.ImageCollection(product).filterBounds(
kenya_region.getInfo()['coordinates']).filterDate(
start_date, end_date).map(sentinel_cloud_mask))
mosaic = ee.ImageCollection([col.select(bands)]).mosaic()
if export is False:
return mosaic
# do the export
task_config = {
"description": "imageToDriveExample",
"scale": 30,
"crs": "EPSG:4326",
}
task = (batch.Export.image.toDrive(mosaic, "00_exported_image",
task_config))
task.start()
import ee
from GEExarray.lib.make_bounds import get_kenya, region_to_polygon
polygon = region_to_polygon(get_kenya())
bounds = polygon.bounds()
landsat_collection = (ee.ImageCollection('LANDSAT/LE07/C01/T1').filterDate(
'2018-06-01', '2018-06-11').filterBounds(bounds))
modis_collection = (ee.ImageCollection('MODIS/006/MOD09A1').filterDate(
'2015-12-31', '2016-8-4').filterBounds(bounds))
image = landsat_collection.first()
date = ee.Date(collection.first().get('system:time_start'))
date_dict = date.format('Y-MM-dd').getInfo()
import ee
# import ee.mapclient
from GEExarray.lib.make_bounds import get_kenya, region_to_polygon
region = get_kenya()
bounds = region_to_polygon(region)
"""
[[33.501, -5.202],
[42.283, -5.202],
[42.283, 6.002],
[33.501, 6.002],
[33.501, -5.202]]
"""
landsat_collection = (ee.ImageCollection('LANDSAT/LE07/C01/T1').filterDate(
'2000-06-01', '2000-06-11').filterBounds(bounds))
modis_collection = (ee.ImageCollection('MODIS/006/MOD09A1').filterDate(
'2016-1-31', '2016-8-4').filterBounds(bounds))
# listOfImages = modis_collection.toList(modis_collection.size());
# image_first = ee.Image(listOfImages.get(0))
#
img = modis_collection.first()
img = img.clip(bounds)
export_region = polygon.getInfo()['coordinates']
task = ee.batch.Export.image.to(
img,