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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：35/0 | 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：34/0 | 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：43/0 | 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：36/0 | 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：19/0 | 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：27/0 | 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：32/0 | 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：202/0 | 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：34/0 | 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：39/0 | 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 |
