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Machine learning based estimation of land productivity in the contiguous US using biophysical predictors 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Yang, Pan;  Zhao, Qiankun;  Cai, Ximing
收藏  |  浏览/下载:11/0  |  提交时间:2020/08/18
land productivity  marginal land  land use  machine learning  
Real-time data from mobile platforms to evaluate sustainable transportation infrastructure 期刊论文
NATURE SUSTAINABILITY, 2020, 3 (6) : 463-+
作者:  Asensio, Omar Isaac;  Alvarez, Kevin;  Dror, Arielle;  Wenzel, Emerson;  Hollauer, Catharina;  Ha, Sooji
收藏  |  浏览/下载:7/0  |  提交时间:2020/06/09
Leveraging machine learning for predicting flash flood damage in the Southeast US 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (2)
作者:  Alipour, Atieh;  Ahmadalipour, Ali;  Abbaszadeh, Peyman;  Moradkhani, Hamid
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
flash flood  risk  flood damage  machine learning  
A topography of climate change research 期刊论文
NATURE CLIMATE CHANGE, 2020, 10 (2) : 118-+
作者:  Callaghan, Max W.;  Minx, Jan C.;  Forster, Piers M.
收藏  |  浏览/下载:6/0  |  提交时间:2020/05/13
Monitoring hydropower reliability in Malawi with satellite data and machine learning 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (1)
作者:  Falchetta, Giacomo;  Kasamba, Chisomo;  Parkinson, Simon C.
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
hydroelectricity  vulnerability  extreme hydroclimatic events  energy-climate-water nexus  random forests  remote sensing  
Preventing undesirable behavior of intelligent machines 期刊论文
SCIENCE, 2019, 366 (6468) : 999-+
作者:  Thomas, Philip S.;  da Silva, Bruno Castro;  Barto, Andrew G.;  Giguere, Stephen;  Brun, Yuriy;  Brunskill, Emma
收藏  |  浏览/下载:10/0  |  提交时间:2020/02/17
Perceptions of emerging biotechnologies 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Azodi, Christina B.;  Dietz, Thomas
收藏  |  浏览/下载:7/0  |  提交时间:2020/02/17
biotechnology  public opinion  values  machine learning  
Satellite-detected gain in built-up area as a leading economic indicator 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Ying, Qing;  Hansen, Matthew C.;  Sun, Laixiang;  Wang, Lei;  Steininger, Marc
收藏  |  浏览/下载:8/0  |  提交时间:2020/02/17
leading economic indicator  built-up area  anthropogenic bare ground gain  global and regional scale  the great recession  spatio-temporal dynamics  landsat  
Measuring daily accessed street greenery: A human-scale approach for informing better urban planning practices 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 191
作者:  Ye, Yu;  Richards, Daniel;  Lu, Yi;  Song, Xiaoping;  Zhuang, Yu;  Zeng, Wei;  Zhong, Teng
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
Visible greenery  Google Street View  Space syntax  Human-scale  Accessible greenery  Machine learning  
Measuring visual quality of street space and its temporal variation: Methodology and its application in the Hutong area in Beijing 期刊论文
LANDSCAPE AND URBAN PLANNING, 2019, 191
作者:  Tang, Jingxian;  Long, Ying
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Public space  Visual quality  Perceived quality  Street view picture  Hutong