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Exploring Random Forest Machine Learning and Remote Sensing Data for Streamflow Prediction: An Alternative Approach to a Process-Based Hydrologic Modeling in a Snowmelt-Driven Watershed 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2023, 卷号: 15, 期号: 16
作者:  Islam, Khandaker Iftekharul;  Elias, Emile;  Carroll, Kenneth C.;  Brown, Christopher
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
streamflow prediction  random forest machine learning  hydrologic modeling  water resource management  remote sensing data  climate change  
Land surface phenology retrievals for arid and semi-arid ecosystems 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2022, 卷号: 185, 页码: 129-145
作者:  Xie, Qiaoyun;  Cleverly, Jamie;  Moore, Caitlin E.;  Ding, Yanling;  Hall, Christopher C.;  Ma, Xuanlong;  Brown, Luke A.;  Wang, Cong;  Beringer, Jason;  Prober, Suzanne M.;  Macfarlane, Craig;  Meyer, Wayne S.;  Yin, Gaofei;  Huete, Alfredo
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/20
Land surface phenology  Arid and semi-arid ecosystems  EVI  MODIS  Gross primary productivity  TERN OzFlux  
Facilitation promotes plant invasions and indirect negative interactions 期刊论文
发表期刊: OIKOS. 出版年: 2021, 卷号: 130, 期号: 7, 页码: 1056-1061
作者:  Lortie, Christopher J.;  Filazzola, Alessandro;  Brown, Charlotte;  Lucero, Jacob;  Zuliani, Mario;  Ghazian, Nargol;  Haas, Stephanie;  Owen, Malory;  Butterfield, H. Scott;  Nix, Emmeleia;  Westphal, Michael
收藏  |  浏览/下载：57/0  |  提交时间：2021/07/30
brome  Bromus rubens  California  drylands  Ephedra californica  facilitation  indirect interactions  invasion  management  positive interactions  San Joaquin Desert  shrubs  
Establishment of a desert foundation species is limited by exotic plants and light but not herbivory or water 期刊论文
发表期刊: APPLIED VEGETATION SCIENCE. 出版年: 2020, 卷号: 23, 期号: 4, 页码: 586-597
作者:  Filazzola, Alessandro;  Brown, Charlotte;  Westphal, Michael;  Lortie, Christopher J.
收藏  |  浏览/下载：50/0  |  提交时间：2021/01/07
A remnant planetary core in the hot-Neptune desert 期刊论文
发表期刊: NATURE. 出版年: 2020, 卷号: 583, 期号: 7814, 页码: 39-+
作者:  Armstrong, David J.;  Lopez, Theo A.;  Adibekyan, Vardan;  Booth, Richard A.;  Bryant, Edward M.;  Collins, Karen A.;  Deleuil, Magali;  Emsenhuber, Alexandre;  Huang, Chelsea X.;  King, George W.;  Lillo-Box, Jorge;  Lissauer, Jack J.;  Matthews, Elisabeth;  Mousis, Olivier;  Nielsen, Louise D.;  Osborn, Hugh;  Otegi, Jon;  Santos, Nuno C.;  Sousa, Sergio G.;  Stassun, Keivan G.;  Veras, Dimitri;  Ziegler, Carl;  Acton, Jack S.;  Almenara, Jose M.;  Anderson, David R.;  Barrado, David;  Barros, Susana C. C.;  Bayliss, Daniel;  Belardi, Claudia;  Bouchy, Francois;  Briceno, Cesar;  Brogi, Matteo;  Brown, David J. A.;  Burleigh, Matthew R.;  Casewell, Sarah L.;  Chaushev, Alexander;  Ciardi, David R.;  Collins, Kevin I.;  Colon, Knicole D.;  Cooke, Benjamin F.;  Crossfield, Ian J. M.;  Diaz, Rodrigo F.;  Mena, Elisa Delgado;  Demangeon, Olivier D. S.;  Dorn, Caroline;  Dumusque, Xavier;  Eigmueller, Philipp;  Fausnaugh, Michael;  Figueira, Pedro;  Gan, Tianjun;  Gandhi, Siddharth;  Gill, Samuel;  Gonzales, Erica J.;  Goad, Michael R.;  Gunther, Maximilian N.;  Helled, Ravit;  Hojjatpanah, Saeed;  Howell, Steve B.;  Jackman, James;  Jenkins, James S.;  Jenkins, Jon M.;  Jensen, Eric L. N.;  Kennedy, Grant M.;  Latham, David W.;  Law, Nicholas;  Lendl, Monika;  Lozovsky, Michael;  Mann, Andrew W.;  Moyano, Maximiliano;  McCormac, James;  Meru, Farzana;  Mordasini, Christoph;  Osborn, Ares;  Pollacco, Don;  Queloz, Didier;  Raynard, Liam;  Ricker, George R.;  Rowden, Pamela;  Santerne, Alexandre;  Schlieder, Joshua E.;  Seager, Sara;  Sha, Lizhou;  Tan, Thiam-Guan;  Tilbrook, Rosanna H.;  Ting, Eric;  Udry, Stephane;  Vanderspek, Roland;  Watson, Christopher A.;  West, Richard G.;  Wilson, Paul A.;  Winn, Joshua N.;  Wheatley, Peter;  Villasenor, Jesus Noel;  Vines, Jose I.;  Zhan, Zhuchang
收藏  |  浏览/下载：66/0  |  提交时间：2021/01/07
Species traits and connectivity constrain stochastic community re-assembly 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2017, 卷号: 7
作者:  Holt, Rebecca E.;  Brown, Christopher J.;  Schlacher, Thomas A.;  Sheldon, Fran;  Balcombe, Stephen R.;  Connolly, Rod M.
收藏  |  浏览/下载：22/0  |  提交时间：2019/11/29
The effects of improving sleep on mental health (OASIS): a randomised controlled trial with mediation analysis 期刊论文
发表期刊: LANCET PSYCHIATRY. 出版年: 2017, 卷号: 4, 期号: 10, 页码: 749-758
作者:  Freeman, Daniel;  Sheaves, Bryony;  Goodwin, Guy M.;  Yu, Ly-Mee;  Nickless, Alecia;  Harrison, Paul J.;  Emsley, Richard;  Luik, Annemarie I.;  Foster, Russell G.;  Wadekar, Vanashree;  Hinds, Christopher;  Gumley, Andrew;  Jones, Ray;  Lightman, Stafford;  Jones, Steve;  Bentall, Richard;  Kinderman, Peter;  Rowse, Georgina;  Brugha, Traolach;  Blagrove, Mark;  Gregory, Alice M.;  Fleming, Leanne;  Walklet, Elaine;  Glazebrook, Cris;  Davies, E. Bethan;  Hollis, Chris;  Haddock, Gillian;  John, Bev;  Coulson, Mark;  Fowler, David;  Pugh, Katherine;  Cape, John;  Moseley, Peter;  Brown, Gary;  Hughes, Claire;  Obonsawin, Marc;  Coker, Sian;  Watkins, Edward;  Schwannauer, Matthias;  MacMahon, Kenneth;  Siriwardena, A. Niroshan;  Espie, Colin A.
收藏  |  浏览/下载：36/0  |  提交时间：2019/11/29
Self-Sustaining Thorium Boiling Water Reactors 科技报告
报告编号: DOE/NEUP--11-3023. 出版年: 2015
作者:  Greenspan, Ehud [Univ. of California, Berkeley, CA (United States)];  Gorman, Phillip M. [Univ. of California, Berkeley, CA (United States)];  Bogetic, Sandra [Univ. of California, Berkeley, CA (United States)];  Seifried, Jeffrey E. [Univ. of California, Berkeley, CA (United States)];  Zhang, Guanheng [Univ. of California, Berkeley, CA (United States)];  Varela, Christopher R. [Univ. of California, Berkeley, CA (United States)];  Fratoni, Massimiliano [Univ. of California, Berkeley, CA (United States)];  Vijic, Jasmina J. [Univ. of California, Berkeley, CA (United States)];  Downar, Thomas [Univ. of Michigan, Ann Arbor, MI (United States)];  Hall, Andrew [Univ. of Michigan, Ann Arbor, MI (United States)];  Ward, Andrew [Univ. of Michigan, Ann Arbor, MI (United States)];  Jarrett, Michael [Univ. of Michigan, Ann Arbor, MI (United States)];  Wysocki, Aaron [Univ. of Michigan, Ann Arbor, MI (United States)];  Xu, Yunlin [Univ. of Michigan, Ann Arbor, MI (United States)];  Kazimi, Mujid [Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)];  Shirvan, Koroush [Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)];  Mieloszyk, Alexander [Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)];  Todosow, Michael [Brookhaven National Lab. (BNL), Upton, NY (United States)];  Brown, Nicolas [Brookhaven National Lab. (BNL), Upton, NY (United States)];  Cheng, Lap [Brookhaven National Lab. (BNL), Upton, NY (United States)]
收藏  |  浏览/下载：23/0  |  提交时间：2019/11/30
Extinction Risks and the Conservation of Madagascar’s Reptiles 期刊论文
发表期刊: PLOS ONE. 出版年: 2014, 卷号: 9, 期号: 8
作者:  Jenkins, Richard K. B.;  Tognelli, Marcelo F.;  Bowles, Philip;  Cox, Neil;  Brown, Jason L.;  Chan, Lauren;  Andreone, Franco;  Andriamazava, Alain;  Andriantsimanarilafy, Raphali R.;  Anjeriniaina, Mirana;  Bora, Parfait;  Brady, Lee D.;  Hantalalaina, Elisoa F.;  Glaw, Frank;  Griffiths, Richard A.;  Hilton-Taylor, Craig;  Hoffmann, Michael;  Katariya, Vineet;  Rabibisoa, Nirhy H.;  Rafanomezantsoa, Jeannot;  Rakotomalala, Domoina;  Rakotondravony, Hery;  Rakotondrazafy, Ny A.;  Ralambonirainy, Johans;  Ramanamanjato, Jean-Baptiste;  Randriamahazo, Herilala;  Randrianantoandro, J. Christian;  Randrianasolo, Hanson H.;  Randrianirina, Jasmin E.;  Randrianizahana, Hiarinirina;  Raselimanana, Achille P.;  Rasolohery, Andriambolantsoa;  Ratsoavina, Fanomezana M.;  Raxworthy, Christopher J.;  Robsomanitrandrasana, Eric;  Rollande, Finoana;  van Dijk, Peter P.;  Yoder, Anne D.;  Vences, Miguel
收藏  |  浏览/下载：26/0  |  提交时间：2019/11/29
The effects of prey, habitat heterogeneity and fire on the spatial ecology of peninsular Diamond Pythons (Morelia spilota spilota: Pythonidae) 期刊论文
发表期刊: AUSTRAL ECOLOGY. 出版年: 2014, 卷号: 39, 期号: 2, 页码: 181-189
作者:  Michael, Damian R.;  Cunningham, Ross B.;  Macgregor, Christopher;  Brown, Darren;  Lindenmayer, David B.
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
prey availability  optimal foraging theory  home range  vegetation heterogeneity  pyro-diversity