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Worlding resilience in the Doña Juana Volcano-Páramo, Northern Andes (Colombia): A transdisciplinary view 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者:  Pardo N.;  Espinosa M.L.;  González-Arango C.;  Cabrera M.A.;  Salazar S.;  Archila S.;  Palacios N.;  Prieto D.;  Camacho R.;  Parra-Agudelo L.
收藏  |  浏览/下载:29/0  |  提交时间:2021/09/01
Collaborative research  Complexity  Learning communities  Resilience  Socio-ecological systems  Transdisciplinary research  Tropics  Volcano-Páramo  
Challenges to local innovation and implementation of low-carbon energy-transition measures: A tale of two Austrian regions 期刊论文
Energy Policy, 2021, 卷号: 156
作者:  Irshaid J.;  Mochizuki J.;  Schinko T.
收藏  |  浏览/下载:28/0  |  提交时间:2021/09/01
Implementation challenges  Local energy transitions  Multi-level governance  Policy learning  Regional innovation systems  
Science with society: Evidence-based guidance for best practices in environmental transdisciplinary work 期刊论文
Global Environmental Change, 2021, 卷号: 68
作者:  Steger C.;  Klein J.A.;  Reid R.S.;  Lavorel S.;  Tucker C.;  Hopping K.A.;  Marchant R.;  Teel T.;  Cuni-Sanchez A.;  Dorji T.;  Greenwood G.;  Huber R.;  Kassam K.-A.;  Kreuer D.;  Nolin A.;  Russell A.;  Sharp J.L.;  Šmid Hribar M.;  Thorn J.P.R.;  Grant G.;  Mahdi M.;  Moreno M.;  Waiswa D.
收藏  |  浏览/下载:36/0  |  提交时间:2021/09/01
Collaborative environmental management  Knowledge co-production  Science policy interface  Science to action  Social learning  Social-ecological systems  Sustainability  
A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations 期刊论文
, 2020, 卷号: 143
作者:  Jing W.;  Di L.;  Zhao X.;  Yao L.;  Xia X.;  Liu Y.;  Yang J.;  Li Y.;  Zhou C.
收藏  |  浏览/下载:32/0  |  提交时间:2020/07/28
Decision trees  Digital storage  Evapotranspiration  Geodetic satellites  Groundwater  Learning systems  Soil moisture  Surface measurement  Water conservation  Water supply  Data-driven approach  Ensemble learning algorithm  Gravity recovery and climate experiment satellites  Groundwater storage  Land surface modeling  Machine learning models  Terrestrial water storage  Variable importances  Learning algorithms  
Machine learning in geo- and environmental sciences: From small to large scale 期刊论文
, 2020, 卷号: 142
作者:  Tahmasebi P.;  Kamrava S.;  Bai T.;  Sahimi M.
收藏  |  浏览/下载:15/0  |  提交时间:2020/07/28
Big data  Deep learning  Flow of fluids  Geology  Learning systems  Pattern recognition  Porous materials  Basic concepts  Complex pattern  Environmental science  Fluid flow in porous media  Hydrological modeling  Ml algorithms  Recent progress  Surface characterization  Learning algorithms  
Petrophysical characterization of deep saline aquifers for CO2 storage using ensemble smoother and deep convolutional autoencoder 期刊论文
, 2020, 卷号: 142
作者:  Liu M.;  Grana D.
收藏  |  浏览/下载:23/0  |  提交时间:2020/07/28
Aquifers  Boreholes  Carbon capture  Carbon dioxide  Convolution  Digital storage  Forecasting  Geological surveys  Hydrogeology  Inverse problems  Large dataset  Offshore oil well production  Petrophysics  Porosity  Seismology  Stochastic systems  Carbon dioxide sequestration  Deep saline aquifers  Ensemble-based method  Machine learning methods  Monitoring measurements  Petro-physical characterizations  Petrophysical properties  Stochastic approach  Learning systems  accuracy assessment  aquifer  carbon dioxide  carbon sequestration  carbon storage  leakage  monitoring  permeability  physical property  porosity  precision  underground storage  
Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者:  Liu Y.;  Jing W.;  Wang Q.;  Xia X.
收藏  |  浏览/下载:28/0  |  提交时间:2020/07/28
Decision trees  Land surface temperature  Learning systems  Nearest neighbor search  Neural networks  Object oriented programming  Soil moisture  Support vector machines  Support vector regression  Surveying  Topography  Vegetation  Classification and regression tree  Correlation coefficient  Digital elevation model  Geographic coordinates  High spatial resolution  K nearest neighbor (KNN)  Machine learning techniques  Normalized difference vegetation index  Learning algorithms  algorithm  comparative study  correlation  data set  digital elevation model  downscaling  machine learning  NDVI  soil moisture  spatial analysis  surface temperature  Australia  China  North America  Qinghai-Xizang Plateau  Spain  
Physics-informed neural networks for multiphysics data assimilation with application to subsurface transport 期刊论文
, 2020, 卷号: 141
作者:  He Q.;  Barajas-Solano D.;  Tartakovsky G.;  Tartakovsky A.M.
收藏  |  浏览/下载:138/0  |  提交时间:2020/07/28
Deep neural networks  Hydraulic conductivity  Learning systems  Porous materials  State estimation  Accuracy of parameters  Computational costs  Concentration fields  Concentration Measurement  Data assimilation  Governing equations  Parameter and state estimation  Subsurface transport  Parameter estimation  artificial neural network  data assimilation  hydraulic conductivity  hydraulic head  porous medium  subsurface flow  transport process  
Deep reinforcement learning for the real time control of stormwater systems 期刊论文
, 2020, 卷号: 140
作者:  Mullapudi A.;  Lewis M.J.;  Gruden C.L.;  Kerkez B.
收藏  |  浏览/下载:28/0  |  提交时间:2020/07/28
Controllers  Deep neural networks  Learning systems  Real time control  Reinforcement learning  Storms  Water levels  Autonomous control  Computational resources  Control performance  Open source implementation  Performance enhancements  Stormwater systems  Uncontrolled systems  Urban stormwater systems  Deep learning  algorithm  machine learning  real time  stormwater  
Prediction of droughts over Pakistan using machine learning algorithms 期刊论文
, 2020, 卷号: 139
作者:  Khan N.;  Sachindra D.A.;  Shahid S.;  Ahmed K.;  Shiru M.S.;  Nawaz N.
收藏  |  浏览/下载:34/0  |  提交时间:2020/07/28
Atmospheric humidity  Climate change  Drought  Forecasting  Learning algorithms  Nearest neighbor search  Neural networks  Support vector machines  Wind  Atmospheric research  K nearest neighbours (k-NN)  K-nearest neighbours  National centres for environmental predictions  Pakistan  Recursive feature elimination  Temporal and spatial  Vulnerable communities  Learning systems  algorithm  artificial neural network  climate prediction  drought  machine learning  numerical model  precipitation (climatology)  Arabian Sea  Caspian Sea  Indian Ocean  Pakistan