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Bias-corrections on aridity index simulations of climate models by observational constraints 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2022, 卷号: 42, 期号: 2
作者:  Yu, Haipeng;  Zhang, Qiang;  Wei, Yun;  Liu, Chenxi;  Ren, Yu;  Yue, Ping;  Zhou, Jie
收藏  |  浏览/下载：44/0  |  提交时间：2022/04/28
POTENTIAL EVAPOTRANSPIRATION  SPATIAL VARIABILITY  DOWNSCALING MODEL  SYSTEMATIC-ERROR  PRECIPITATION  SURFACE  PREDICTION  CHINA  EXPANSION  FORECASTS  
Measuring, modelling and managing gully erosion at large scales: A state of the art 期刊论文
Earth Science Reviews, 2021, 卷号: 218
作者:  Vanmaercke M.;  Panagos P.;  Vanwalleghem T.;  Hayas A.;  Foerster S.;  Borrelli P.;  Rossi M.;  Torri D.;  Casali J.;  Borselli L.;  Vigiak O.;  Maerker M.;  Haregeweyn N.;  De Geeter S.;  Zgłobicki W.;  Bielders C.;  Cerdà A.;  Conoscenti C.;  de Figueiredo T.;  Evans B.;  Golosov V.;  Ionita I.;  Karydas C.;  Kertész A.;  Krása J.;  Le Bouteiller C.;  Radoane M.;  Ristić R.;  Rousseva S.;  Stankoviansky M.;  Stolte J.;  Stolz C.;  Bartley R.;  Wilkinson S.;  Jarihani B.;  Poesen J.
收藏  |  浏览/下载：52/0  |  提交时间：2021/09/01
Continental  Europe  Gully erosion  Gully expansion  Gully initiation  Measuring  Modelling  Policy  Prediction  Regional  Sediment yield  Spatial data  
Mapping Surficial Soil Particle Size Fractions in Alpine Permafrost Regions of the Qinghai-Tibet Plateau 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7
作者:  Wang, Chong;  Zhao, Lin;  Fang, Hongbing;  Wang, Lingxiao;  Xing, Zanpin;  Zou, Defu;  Hu, Guojie;  Wu, Xiaodong;  Zhao, Yonghua;  Sheng, Yu;  Pang, Qiangqiang;  Du, Erji;  Liu, Guangyue;  Yun, Hanbo
收藏  |  浏览/下载：49/0  |  提交时间：2022/04/28
FEATURE-SELECTION  SPATIAL PREDICTION  MACHINE  DEGRADATION  CHALLENGES  MOISTURE  DEPTH  
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：40/0  |  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  
PoreFlow-Net: A 3D convolutional neural network to predict fluid flow through porous media 期刊论文
, 2020, 卷号: 138
作者:  Santos J.E.;  Xu D.;  Jo H.;  Landry C.J.;  Prodanović M.;  Pyrcz M.J.
收藏  |  浏览/下载：27/0  |  提交时间：2020/07/28
Binary images  Convolution  Deep learning  Deep neural networks  Flow fields  Flow of fluids  Forecasting  Learning systems  Mechanical permeability  Network architecture  Porous materials  Velocity  Disruptive technology  Fluid velocity field  Geometrical informations  Machine learning models  Orders of magnitude  Spatial relationships  Subsurface formations  Surrogate model  Convolutional neural networks  artificial neural network  digital image  flow modeling  fluid flow  permeability  porous medium  prediction  rock mechanics  surrogate method  three-dimensional modeling  
Prediction of PM2.5 daily concentrations for grid points throughout a vast area using remote sensing data and an improved dynamic spatial panel model 期刊论文
ATMOSPHERIC ENVIRONMENT, 2020, 卷号: 237
作者:  Fu M.;  Kelly J.A.;  Clinch J.P.
收藏  |  浏览/下载：34/0  |  提交时间：2022/01/18
Dynamic spatial panel model  Out-of-sample prediction  PM2.5 concentration  Remote sensing  Temporal-spatial correlation  
Predicting and mapping site index in operational forest inventories using bitemporal airborne laser scanner data 期刊论文
, 2020, 卷号: 457
作者:  Noordermeer L.;  Gobakken T.;  Næsset E.;  Bollandsås O.M.
收藏  |  浏览/下载：37/0  |  提交时间：2020/07/28
Antennas  Forecasting  Image resolution  Laser applications  Mapping  Mean square error  Productivity  Regression analysis  Scanning  Airborne laser scanners  Forest management planning  Forest productivity  Mapping site index  Operational forest inventories  Operational practices  Root mean squared errors  Undisturbed forests  Forestry  airborne sensor  classification  forest inventory  forest management  growth response  prediction  scanner  site index  spatial resolution  woody plant  Forecasts  Forestry  Mapping  Productivity  Regression Analysis  Scanning  Norway  Picea abies  Pinus sylvestris  
Previous year outbreak conditions and spring climate predict spruce budworm population changes in the following year 期刊论文
, 2020, 卷号: 458
作者:  Li M.;  MacLean D.A.;  Hennigar C.R.;  Ogilvie J.
收藏  |  浏览/下载：33/0  |  提交时间：2020/07/28
Autocorrelation  Forecasting  Forestry  Insecticides  Regression analysis  Sensitivity analysis  Topography  Autoregression  Choristoneura fumiferana  Environmental variables  Linear mixed-effects model  Outbreak initiation  Simultaneous autoregressive model  Spatial autocorrelations  Upper and lower bounds  Population statistics  autocorrelation  biological development  climate effect  insecticide  moth  pest outbreak  prediction  Forecasts  Forestry  Initiation  Insecticides  Regression Analysis  Sites  Topography  Variables  Canada  New Brunswick  Choristoneura fumiferana  
Using new neighborhood-based intensity-scale verification metrics to evaluate WRF precipitation forecasts at 4 and 12 km grid spacings 期刊论文
, 2020, 卷号: 246
作者:  Yu B.;  Zhu K.;  Xue M.;  Zhou B.
收藏  |  浏览/下载：30/0  |  提交时间：2020/07/28
Weather forecasting  Displacement errors  Fixed threshold  Grid-spacings  Intensity scale  Precipitation forecast  Scale separation  Spatial scale  Verification method  Wavelet decomposition  climate modeling  climate prediction  ensemble forecasting  neighborhood  numerical model  spatial analysis  weather forecasting  
Investigation of precipitation concentration and trends and their potential drivers in the major river basins of Central Asia 期刊论文
, 2020, 卷号: 245
作者:  Yang P.;  Zhang Y.;  Xia J.;  Sun S.
收藏  |  浏览/下载：37/0  |  提交时间：2020/07/28
Atmospheric pressure  Resonance  Risk assessment  Climate prediction centers  Interpolated precipitation  National centers for environmental predictions  North Atlantic oscillations  Pacific decadal oscillation  Southern oscillation index  Temporal and spatial changes  Temporal and spatial variability  Climate change