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Codes for machine learning and Shapley value analysis
Mar 18, 2024 - Evaluating two wildfire indices and projecting future risks based on CMIP6 multi-model projections
HE, Yan; ZHOU, Zixuan; IM, Eun-Soon, 2024, "Codes for machine learning and Shapley value analysis", https://doi.org/10.14711/dataset/9ZOATO, DataSpace@HKUST, V2
This dataset contains the codes for machine learning and Shapley value analysis over global land and two single spots (Amazona and Southern New South Wales). We have customized the Shapley Value visualization tools based on the original package, so please update the _beeswarm.py...
Codes for generating FFDI and FWI
Mar 15, 2024 - Evaluating two wildfire indices and projecting future risks based on CMIP6 multi-model projections
HE, Yan; ZHOU, Zixuan; IM, Eun-Soon, 2024, "Codes for generating FFDI and FWI", https://doi.org/10.14711/dataset/K1IHCP, DataSpace@HKUST, V1
This dataset contains the calculation codes of FFDI and FWI.
Drought Indices Derived from NA-CORDEX Data
Nov 24, 2023 - Drought indices derived from NA-CORDEX data
ZHOU, Zixuan; KIM, Yong-tak; IM, Eun-soon; KWON, Hyun-han, 2023, "Drought Indices Derived from NA-CORDEX Data", https://doi.org/10.14711/dataset/UGI2JW, DataSpace@HKUST, V1
Available data includes: PDSI_[hist/rcp85]_[GCM/RCM/OBS] SPI_[hist/rcp85]_[GCM/RCM/OBS] PDSI_[hist/rcp85]_[RCM only]_detrended
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