Search Results - "Downscaling (Climatology)"

Reconstructing High-Resolution Coastal Water Quality Data Based on a Deep Learning Multivariate Downscaling Approach.

Authors: Liu, Xiaoyu Wang, Xuan Tong, Yicong et al.

Source: Remote Sensing. May2026, Vol. 18 Issue 9, p1346. 27p.

Subjects: Downscaling (Climatology), Generative adversarial networks, Environmental monitoring, Deep learning, Climate change adaptation, Oceanography, Spatial data structures, Water quality

Geographic Terms: Bo Hai (China)

Spatial Downscaling of Satellite-Based Precipitation Data over the Qaidam Basin, China.

Authors: Wang, Yuanzheng Yan, Changzhen Ma, Qimin et al.

Source: Remote Sensing. Apr2026, Vol. 18 Issue 7, p995. 20p.

Subjects: Downscaling (Climatology), Machine learning, Rainfall measurement, Remote sensing, Climate change, Watersheds, Hydrological research

Geographic Terms: China

Evaluation of the WRF model's performance at gray-zone resolution in simulating climate over the Tibetan Plateau.

Authors: LI, YIJIA WANG, XUEJIA OU, TINGHAI et al.

Source: Journal of Climate. May2026, Vol. 39 Issue 9, p1-21. 21p.

Subjects: Atmospheric models, Downscaling (Climatology), Uplands, Meteorological precipitation, Atmospheric temperature, Numerical weather forecasting

Geographic Terms: Tibet (China)

A machine learning–coupled APSIM model pipeline for projected oil palm yield in Surat Thani, Thailand.

Authors: Jantaraprasit, Napat Promchote, Parichart Wang, Shih–Yu Simon et al.

Source: PLoS ONE. 6/10/2026, Vol. 21 Issue 6, p1-19. 19p.

Integrating Machine Learning with Adaptive Kalman Filtering to Downscale GFS Air Temperature Forecasts in Mountainous Areas.

Authors: Zhang, Guixin Liang, Jingpeng Zhu, Shanyou et al.

Source: Remote Sensing. Jun2026, Vol. 18 Issue 11, p1829. 19p.

An improved modelling chain for bias-adjusted high-resolution climate and hydrological projections for Norway.

Authors: Huang, Shaochun Wong, Wai Kwok Dobler, Andreas et al.

Source: Geoscientific Model Development. 2026, Vol. 19 Issue 10, p4567-4599. 33p.

Scale and seasonal dependent sensitivity of hydrologic projections in the Colorado River Basin to different downscaling methods.

Authors: Currier, William Ryan Abel, Mimi Rose Smith, Rebecca et al.

Source: Journal of Hydrometeorology. May2026, Vol. 27 Issue 5, p1-13. 13p.

Comparative Assessment of LOCA2 and STAR-ESDM Downscaled Surface Temperature Over the Conterminous United States.

Authors: Sun, Liqiang Dixon, Keith W. Kunkel, Kenneth E. et al.

Source: Journal of Applied Meteorology & Climatology. May2026, Vol. 65 Issue 5, p1-18. 18p.

Projections of changes in extreme storm surges for European coasts using statistical downscaling.

Authors: Apecechea, Maialen Irazoqui Melet, Angélique Menendez, Melisa et al.

Source: Natural Hazards & Earth System Sciences. 2026, Vol. 26 Issue 5, p2269-2290. 22p.

GRACE Downscaling and Machine Learning Models for Groundwater Prediction: A Systematic Review.

Authors: Al Nadabi, Mohammed S. El-Diasty, Mohammed Etri, Talal et al.

Source: Hydrology (2306-5338). May2026, Vol. 13 Issue 5, p135. 21p.

Process-oriented evaluation of quasi-stationary Rossby waves and their impact on surface air temperature extremes in dynamical downscaling over North America.

Authors: Sakaguchi, Koichi McGinnis, Seth A. Leung, L. Ruby et al.

Source: Geoscientific Model Development. 2026, Vol. 19 Issue 9, p3643-3688. 46p.

РОБАСТНІ ПРОЦЕДУРИ ДАУНСКЕЙЛІНГУ ТА ЗВ'ЯЗУВАННЯ МОДЕЛЕЙ ДЛЯ ІНТЕГРОВАНОГО МОДЕЛЮВАННЯ Й УПРАВЛІННЯ СИСТЕМНИМИ РИЗИКАМИ, СТІЙКІСТЮ ТА БЕЗПЕКОЮ ВЗАЄМОЗАЛЕЖНИХ СИСТЕМ «ПРОДОВОЛЬСТВО-ЕНЕРГІЯ-ВОДА-ДОВКІЛЛЯ».

Alternate Title: ROBUST DOWNSCALING AND MODELS' LINKAGE PROCEDURES FOR INTEGRATED MODELING AND MANAGEMENT OF SYSTEMIC RISKS, RESILIENCE, AND FOOD-ENERGY-WATER-ENVIRONMENTAL NEXUS SECURITY.

Authors: ЗАГОРОДНІЙ, А. БОГДАНОВ, В. ШЕЛЛНХУБЕР, Г. Й. et al.

Source: Cybernetics & Systems Analysis / Kibernetyka ta Systemnyi Analiz. 2026, Issue 3, p68-88. 21p.

DSCALE v0.1 – an open-source algorithm for downscaling regional and global mitigation pathways to the country level.

Authors: Sferra, Fabio van Ruijven, Bas Riahi, Keywan et al.

Source: Geoscientific Model Development. 2026, Vol. 19 Issue 8, p3157-3191. 35p.

Leveraging reforecasts for flood estimation with long continuous simulation: a proof-of-concept study.

Authors: Viviroli, Daniel Jury, Martin Staudinger, Maria et al.

Source: Natural Hazards & Earth System Sciences. 2026, Vol. 26 Issue 4, p1835-1857. 23p.

Spatiotemporal Distribution in Rainfall and Temperature from CMIP6 Models: A Downscaling and Correction Study in a Semi-Arid Region of Mexico.

Authors: Robles Ortiz, Ricardo González Trinidad, Julián Bautista Capetillo, Carlos et al.

Source: Water (20734441). Apr2026, Vol. 18 Issue 7, p874. 21p.

Identification and correction of snow depth bias in ERA5 datasets over Central Europe using machine learning.

Authors: Stachura, Gabiel Ustrnul, Zbigniew

Source: Cryosphere. 2026, Vol. 20 Issue 4, p2295-2315. 21p.

Enhancing Air Quality Simulations With Neural Downscaling Architectures.

Authors: Beauchamp, Maxime Bessagnet, Bertrand Pisoni, Enrico et al.

Source: Atmospheric Science Letters (John Wiley & Sons, Inc. ). Apr2026, Vol. 27 Issue 4, p1-9. 9p.

Temperature Bias Correction and Downscaling Forecasting Based on Numerical Weather Prediction and Deep Learning.

Authors: Huan, HE Bi-yun, ZHAO Yue, ZHOU et al.

Source: Journal of Tropical Meteorology. Apr2026, Vol. 32 Issue 2, p199-210. 12p.

Technical note: Including hydrologic impact definition in climate projection uncertainty partitioning: a case study of the Central American mid-summer drought.

Authors: Maurer, Edwin P. Stewart, Iris T.

Source: Hydrology & Earth System Sciences. 2026, Vol. 30 Issue 2, p421-432. 12p.

Subject Terms: *Downscaling (Climatology), *Hydrologic cycle, *Precipitation (Chemistry), *Atmospheric models, *Global warming, *Water management, *Climate change

Geographic Terms: Nicaragua

Simulation of Extreme Flood Events Based on Precipitation Fusion: A Multi-Method Fusion Framework Combining RF and BMA.

Authors: Chao, Lijun Hou, Tingting Yu, Chao et al.

Source: Remote Sensing. Mar2026, Vol. 18 Issue 5, p715. 26p.

Subjects: Downscaling (Climatology), Multisensor data fusion, Random forest algorithms, Hydrologic models, Meteorological precipitation analysis, Flood forecasting