@InProceedings{yao_et_al:LIPIcs.GIScience.2023.86, author = {Yao, Jing and Li, Ziqi and Zhang, Xiaoxiang and Liu, Changjun and Ren, Liliang}, title = {{A Comparison of Global and Local Statistical and Machine Learning Techniques in Estimating Flash Flood Susceptibility}}, booktitle = {12th International Conference on Geographic Information Science (GIScience 2023)}, pages = {86:1--86:6}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-288-4}, ISSN = {1868-8969}, year = {2023}, volume = {277}, editor = {Beecham, Roger and Long, Jed A. and Smith, Dianna and Zhao, Qunshan and Wise, Sarah}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.GIScience.2023.86}, URN = {urn:nbn:de:0030-drops-189815}, doi = {10.4230/LIPIcs.GIScience.2023.86}, annote = {Keywords: Machine Learning, Spatial Statistics, Flash floods, Susceptibility} }