Overcoming Data Scarcity in Earth Science - Etcheverry Venturini, Lorena||Chreties Ceriani, Christian||Castro Casales, Alberto||Gorgoglione, Angela
English[eng]
Keywords: geophysical monitoring||data scarcity||missing data||climate extreme indices (CEIs)||rule extraction||Dataset Licensedatabase||data assimilation||data imputation||support vector machines||environmental observations||multi-class classification||earth-science data||remote sensing||magnetotelluric monitoring||soil texture calculator||machine learning||ClimPACT||invasive species||species distribution modeling||3D-Var||ensemble learning||data quality||water quality||microhabitat||k-Nearest Neighbors||Expert Team on Climate Change Detection and Indices (ETCCDI)||decision trees||processing||attribute reduction||Expert Team on Sector-specific Climate Indices (ET-SCI)||core attribute||rough set theory||GLDAS||arthropod vector||environmental modeling||statistical methods