Pinned Repositories
AWS_ResUNet
Delineate crop field boundaries with ResUNet-a D6 (Waldner and Diakogiannis, 2020), trained on AWS SageMaker.
chchang1990.github.io
FIER_Mekong_NASA_Training
Forecasting Inundation Extents using REOF analysis (FIER) in the Mekong River Floodplains (FIER-Mekong) and its application in forecasting the flood-induced rice damages
FIER_NOAA_VIIRS_WF
FIER_VIIRS_Process
Relevant codes to preprocess JPSS VIIRS water fraction maps for FIER water fraction forecasting purpose
HR_VGF_S2_ML
Generating high-resolution (10-m) vegetation greenness fraction with Sentinel-2 imagery and machine learning
SAM_field_delineation
Leveraging Segment-Anything Model (SAM) to delineate crop field boundaries on Sentinel-2 images
UNet
Using UNet for SAR images flood extent segmentation
FIER_NOAA_VIIRS_WF
fierpy
Python implementation of the Forecasting Inundation Extents using REOF
chchang1990's Repositories
chchang1990/SAM_field_delineation
Leveraging Segment-Anything Model (SAM) to delineate crop field boundaries on Sentinel-2 images
chchang1990/FIER_Mekong_NASA_Training
Forecasting Inundation Extents using REOF analysis (FIER) in the Mekong River Floodplains (FIER-Mekong) and its application in forecasting the flood-induced rice damages
chchang1990/HR_VGF_S2_ML
Generating high-resolution (10-m) vegetation greenness fraction with Sentinel-2 imagery and machine learning
chchang1990/AWS_ResUNet
Delineate crop field boundaries with ResUNet-a D6 (Waldner and Diakogiannis, 2020), trained on AWS SageMaker.
chchang1990/chchang1990.github.io
chchang1990/FIER_NOAA_VIIRS_WF
chchang1990/FIER_VIIRS_Process
Relevant codes to preprocess JPSS VIIRS water fraction maps for FIER water fraction forecasting purpose
chchang1990/UNet
Using UNet for SAR images flood extent segmentation
chchang1990/fierpy
Python implementation of the Forecasting Inundation Extents using REOF
chchang1990/rs_pm25
Use remote sensing data for air pollution study
chchang1990/useful_tool