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Simulation of temperature series and small networks from data 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (13) : 5104-5123
作者:  Washington, Benjamin;  Seymour, Lynne;  Lund, Robert;  Willett, Kate
收藏  |  浏览/下载：4/0  |  提交时间：2020/02/17
general circulation model  temperature network  vector autoregression  
Simulation of extreme temperatures using a new method: TIN-copula 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (13) : 5201-5214
作者:  Lazoglou, Georgia;  Graeler, Benedikt;  Anagnostopoulou, Christina
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/17
copula  extremes  temperature  triangular irregular network (TIN)  
A conceptually superior variant of Shepard's method with modified neighbourhood selection for precipitation interpolation 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (12) : 4627-4647
作者:  Yeggina, Subash;  Teegavarapu, Ramesh S., V;  Muddu, Sekhar
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
clusters  distribution similarity  gridded rainfall  missing data  neighbourhood selection  Shepard'  s method  spatial interpolation  
Downscaling rainfall using deep learning long short-term memory and feedforward neural network 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (10) : 4170-4188
作者:  Duong Tran Anh;  Van, Song P.;  Dang, Thanh D.;  Hoang, Long P.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
extreme indices  FNN  LSTM  rainfall downscaling  Vietnamese Mekong Delta  
Statistical downscaling skill under present climate conditions: A synthesis of the VALUE perfect predictor experiment 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (9) : 3692-3703
作者:  Maraun, Douglas;  Widmann, Martin;  Gutierrez, Jose M.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
bias correction  evaluation  regional climate  statistical downscaling  validation  
Validation of spatial variability in downscaling results from the VALUE perfect predictor experiment 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (9) : 3819-3845
作者:  Widmann, Martin;  Bedia, Joaquin;  Gutierrez, Jose M.;  Bosshard, Thomas;  Hertig, Elke;  Maraun, Douglas;  Casado, Maria J.;  Ramos, Petra;  Cardoso, Rita M.;  Soares, Pedro M. M.;  Ribalaygua, Jamie;  Page, Christian;  Fischer, Andreas M.;  Herrera, Sixto;  Huth, Radan
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
bias adjustment  downscaling  model output statistics  perfect prognosis  regional climate  spatial variability  validation  
Process-based evaluation of the VALUE perfect predictor experiment of statistical downscaling methods 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (9) : 3868-3893
作者:  Soares, P. M. M.;  Maraun, D.;  Brands, S.;  Jury, M. W.;  Gutierrez, J. M.;  San-Martin, D.;  Hertig, E.;  Huth, R.;  Vozila, A. Belusic;  Cardoso, Rita M.;  Kotlarski, S.;  Drobinski, P.;  Obermann-Hellhund, A.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
bias adjustment  climate change  downscaling  model output statistics  perfect prognosis  regime-oriented  
Regression-based regionalization for bias correction of temperature and precipitation 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (7) : 3298-3312
作者:  Moghim, Sanaz;  Bras, Rafael L.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
artificial neural network  bias correction  CCSM  regionalization  South America  training  
Assessments of downscaled climate data with a high-resolution weather station network reveal consistent but predictable bias 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (6) : 3091-3103
作者:  Roberts, David R.;  Wood, Wendy H.;  Marshall, Shawn J.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
bias correction  lapse rate  mesonet  Rocky Mountains  topography  validation  
Spatiotemporal characteristics of future changes in precipitation and temperature in Central Asia 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (3) : 1571-1588
作者:  Luo, Min;  Liu, Tie;  Meng, Fanhao;  Duan, Yongchao;  Bao, Anming;  Frankl, Amaury;  De Maeyer, Philippe
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Central Asia  climate change  downscaling  general circulation model