def request7(self):
wms_true_color_request = WmsRequest(data_folder='test_dir_tiff',
layer='TRUE-COLOR',
bbox=betsiboka_bbox,
time=('2017-12-01', '2017-12-31'),
width=512,
height=856,
image_format=MimeType.TIFF,
config=config)
wms_true_color_request.save_data()
os.listdir(wms_true_color_request.data_folder)
width=width,
maxcc=0.2,
instance_id=INSTANCE_ID)
wms_true_color_img = true_color_request.get_data()
im = Image.fromarray(wms_true_color_img[-1])
path = "./" + str(name) + "/" + PATH_TYPE[type]
if (not os.path.isdir(path)):
os.makedirs(path)
path = path + "/" + str(date) + ".png"
im.save(path, 'PNG')
return path
#test
#downloadImage("NOME_SETTLEMENT",coord = [31.9, 36.58])
coords = [92.13, 21.218, 92.172, 21.18]
bbox = BBox(bbox=coords, crs=CRS.WGS84)
true_color_request = WmsRequest(layer=IMAGE_TYPE[2],
bbox=bbox,
data_folder='test_dir/up2/NDVI',
time=("2012-01-01","2018-12-31"),
width=1920,
maxcc=0.2,
instance_id=INSTANCE_ID)
true_color_request.save_data()
print(' - image %d was taken on %s' % (index, date))
# see images one by one
plot_image(wms_true_color_img[1])
# Download raw bands of the selected image with 20m pixel size
wms_bands_request = WmsRequest(data_folder='test_dir_tiff',
layer='BANDS-S2-L1C',
bbox=cauquenes_bbox,
time='2017-12-10',
width=1570, height=1600,
image_format=MimeType.TIFF_d32f,
instance_id=INSTANCE_ID,
custom_url_params={CustomUrlParam.ATMFILTER: 'ATMCOR'})
# save image to disk just in case
wms_bands_img = wms_bands_request.save_data()
# load aimage to python session
wms_bands_img = wms_bands_request.get_data()
# see image
plot_image(wms_bands_img[-1])
########################################################
### Sentinel-2
### Sentinel-1 IW polyrization. Request RGB for visualizaation
s1_request = WmsRequest(data_source=DataSource.SENTINEL1_IW,
layer='TRUE-COLOR-S1-IW',
bbox=cauquenes_bbox,
time=('2017-12-05', '2017-12-15'),
width=1190, height=1200,
instance_id=INSTANCE_ID)
print(' - image %d was taken on %s' % (index, date))
# see images one by one
plot_image(wms_true_color_img[1])
# Download raw bands of the selected image with 20m pixel size
wms_bands_request = WmsRequest(data_folder='test_dir_tiff',
layer='BANDS-S2-L1C',
bbox=cauquenes_bbox,
time='2017-12-10',
width=1570, height=1600,
image_format=MimeType.TIFF_d32f,
instance_id=INSTANCE_ID,
custom_url_params={CustomUrlParam.ATMFILTER: 'ATMCOR'})
# save image to disk just in case
wms_bands_img = wms_bands_request.save_data()
# load aimage to python session
wms_bands_img = wms_bands_request.get_data()
# see image
plot_image(wms_bands_img[-1])
########################################################
### Sentinel-2
### Sentinel-1 IW polyrization. Request RGB for visualizaation
s1_request = WmsRequest(data_source=DataSource.SENTINEL1_IW,
layer='TRUE-COLOR-S1-IW',
bbox=cauquenes_bbox,
time=('2017-12-05', '2017-12-15'),
width=1190, height=1200,
instance_id=INSTANCE_ID)
