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Displaying 1 - 10 of 117 Publications- … ML model that integrated a hybrid Prophet-ANN and snapshot ensemble approach. First, we extracted temporal features … errors and perform the final prediction using the snapshot ensemble approach. This model can serve as a surrogate for …AuthorsS.N. Ferdous, J.P. Ahire, R. Bergman, L. Xin, E. Blanc-Betes, Z. Zhang, J. WangKeywordsSourceJournal: Ecological InformaticsYear2025
- … year in modern satellite records from 2001 to 2020. Using ensemble machine learning and Earth system models, we found … … Multi-source remote sensing … Record-high greening … Ensemble … Machine learning … TRENDY … COVID-MIP … Pandemic … …AuthorsYulong Zhang, Jiafu Mao, Ge Sun, Qinfeng Guo, Jeffrey Atkins, Wenhong Li, Mingzhou Jin, Conghe Song, Jingfeng Xiao, Taehee Hwang, Tong Qiu, Lin Meng, Daniel M. Ricciuto, Xiaoying Shi, Xing Li, Peter Thornton, Forrest HoffmanKeywordsSourceRemote Sensing of EnvironmentYear2025
- … crossing structures (RSCS). We describe a hillslope-scale ensemble hydro-geomorphological vulnerability assessment … Water Erosion Prediction Project (WEPP) model into an ensemble hydro-geomorphologic vulnerability index (EHVI) for …AuthorsSourav Mukherjee, Sudhanshu Panda, Devendra M. Amatya, Mariana Dobre, John L. Campbell, Roger Lew, Peter Caldwell, Kelly Elder, Johnny M. Grace, Sherri L. JohnsonKeywordsSourceEnvironmental Modelling & SoftwareYear2025
- … of Canada lynx in the Southern Rocky Mountains using an ensemble species distribution model built on abiotic and …AuthorsJohn R. Squires, Lucretia E. Olson, Jacob S. Ivan, Peter M. McDonald, Joseph D. HolbrookKeywordsSourceBiodiversity and Conservation. https://doi.org/10.1007/s10531-024-02978-8.Year2024
- … are advanced, and many are self-organizing into a powerful ensemble. Regional and national systems are being developed … bringing together global and regional systems to form an ensemble to support countries with smoke issues and who lack …AuthorsSusan O'Neill, Peng Xian, Johannes Flemming, Martin Cope, Alexander Baklanov, Narasimhan K. Larkin, Joseph Vaughan, Daniel Tong, Rosie Howard, Roland Stull, Didier Davignon, Ravan Ahmadov, Mehmet Odman, John Innis, Merched Azzi, Christopher Gan, Radenko Pavlovic, Boon Ning Chew, Jeffrey S. Reid, Edward J. Hyer, Zak Kipling, Angela Benedetti, Peter R. Colarco, Arlindo Da Silva, Taichu Tanaka, Jeffrey McQueen, Partha Bhattacharjee, Jonathan Guth, Nicole Asencio, Oriol Jorba, Carlos Pérez García-Pando, Rostislav Kouznetsov, Mikhail Sofiev, Melissa E. Brooks, Jack Chen, Eric James, Fabienne Reisen, Alan Wain, Kerryn McTaggart, Angus MacNeilSourceIn: Loboda, Tatiana V.; French, Nancy H. F.; Puett, Robin C., eds. Landscape fire, smoke, and health: linking biomass burning emissions to human well-being. Hoboken, NJ: Wiley. Geophysical monograph series 280: 149-191. Chapter 9.Year2024
- … Lakes User Group (GLUG) is NEON’s first domain specific ensemble of researchers, whose goal is to address scientific …AuthorsAlison Donnelly, Ankur R. Desai, Katherine A. Heckman, Lucas E. Nave, Michael J. Cramer, Marie Faust, Peter Weishampel, Caleb Slemmons, Christian G. Andresen, Edward Ayres, Stacy R. Cotey, Kathryn M. Docherty, Joshua Hatzis, Kathryn Hofmeister, Jalene M. LaMontagne, John D. Lenters, Noah R. Lottig, Amy M. Marcarelli, Jessica Miesel, Jason Riddle, Meghan Salmon-Tumas, Mike D. SanClements, Subash Sapkota, Mark D. Schwartz, Puja Sharma, Ojaswee Shrestha, Geoffrey Vincent, Angela Waupochick, Ting Zheng, Zhiwei YeSourceInternational Journal of BiometeorologyYear2024
- … the highest-performing models per species into a single ensemble model for each scenario. Maps were generated from the ensemble models to depict climate-niche space for each …AuthorsDavid S. Pilliod, Michelle I Jeffries, Robert S. Arkle, Deanna H. OlsonKeywordsSourceEcology and Evolution. 14(10): e70379.Year2024
- … 2015). We evaluated potential drivers of invasion using an ensemble learning approach and adopted a mixed-effects …AuthorsKevin Potter, Kurt Riitters, Basil V Iannone, Qinfeng Guo, Songlin FeiKeywordsSourceJournalYear2024
- … subspecies of spotted owl in rocky canyonlands using an ensemble framework. We then compared our results with a … Modelling. 496: 110845. … ecological niche modeling … ensemble modeling … Mexican spotted owl … model portability … …AuthorsDanial Nayeri, Samuel Cushman, Joseph Ganey, Logan Hysen, Micaela Szykman Gunther, David Willey, Ho Yi WanKeywordsSourceEcological Modelling. 496: 110845.Year2024
- … and accounted for simulation uncertainty by using a large ensemble of climate model outputs. The coupled model projects …AuthorsHenrique F. Duarte, John Kim, Ge Sun, Steven G. McNulty, Jingfeng XiaoKeywordsSourceJournal of Hydrology. 639(381): 131472Year2024