{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T13:11:39Z","timestamp":1768482699588,"version":"3.49.0"},"reference-count":85,"publisher":"MDPI AG","issue":"24","license":[{"start":{"date-parts":[[2023,12,8]],"date-time":"2023-12-08T00:00:00Z","timestamp":1701993600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"China National Natural Science Foundation","award":["U2242206"],"award-info":[{"award-number":["U2242206"]}]},{"name":"China National Natural Science Foundation","award":["42305045"],"award-info":[{"award-number":["42305045"]}]},{"name":"China National Natural Science Foundation","award":["CXFZ2023J050"],"award-info":[{"award-number":["CXFZ2023J050"]}]},{"name":"China National Natural Science Foundation","award":["2023Z003"],"award-info":[{"award-number":["2023Z003"]}]},{"name":"China National Natural Science Foundation","award":["2023Z024"],"award-info":[{"award-number":["2023Z024"]}]},{"name":"China National Natural Science Foundation","award":["2021Z007"],"award-info":[{"award-number":["2021Z007"]}]},{"name":"Special Project for Innovation and Development of CMA","award":["U2242206"],"award-info":[{"award-number":["U2242206"]}]},{"name":"Special Project for Innovation and Development of CMA","award":["42305045"],"award-info":[{"award-number":["42305045"]}]},{"name":"Special Project for Innovation and Development of CMA","award":["CXFZ2023J050"],"award-info":[{"award-number":["CXFZ2023J050"]}]},{"name":"Special Project for Innovation and Development of CMA","award":["2023Z003"],"award-info":[{"award-number":["2023Z003"]}]},{"name":"Special Project for Innovation and Development of CMA","award":["2023Z024"],"award-info":[{"award-number":["2023Z024"]}]},{"name":"Special Project for Innovation and Development of CMA","award":["2021Z007"],"award-info":[{"award-number":["2021Z007"]}]},{"name":"Basic Research and Operational Special Project of CAMS","award":["U2242206"],"award-info":[{"award-number":["U2242206"]}]},{"name":"Basic Research and Operational Special Project of CAMS","award":["42305045"],"award-info":[{"award-number":["42305045"]}]},{"name":"Basic Research and Operational Special Project of CAMS","award":["CXFZ2023J050"],"award-info":[{"award-number":["CXFZ2023J050"]}]},{"name":"Basic Research and Operational Special Project of CAMS","award":["2023Z003"],"award-info":[{"award-number":["2023Z003"]}]},{"name":"Basic Research and Operational Special Project of CAMS","award":["2023Z024"],"award-info":[{"award-number":["2023Z024"]}]},{"name":"Basic Research and Operational Special Project of CAMS","award":["2021Z007"],"award-info":[{"award-number":["2021Z007"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Boreal summer precipitation over the Tibetan Plateau (TP) is difficult to predict in current climate models and has become a challenging issue. To address this issue, a new analog-based correction method has been developed. Our analysis reveals a substantial correlation between the prediction errors of TP summer precipitation (TPSP) and previous February anomalies of sea surface temperature (SST) in the key regions of tropical oceans. Consequently, these SST anomalies can be selected as effective predictors for correcting prediction errors. With remote-sensing-based and observational datasets employed as benchmarks, the new method was validated using the rolling-independent validation method for the period 1992\u20132018. The results clearly demonstrate that the new SST analog-based correction method of dynamical models can evidently improve prediction skills of summer precipitation in most TP regions. In comparison to the original model predictions, the method exhibits higher skills in terms of temporal and spatial skill scores. This study offers a valuable tool for effectively improving the TPSP prediction in dynamical models.<\/jats:p>","DOI":"10.3390\/rs15245669","type":"journal-article","created":{"date-parts":[[2023,12,8]],"date-time":"2023-12-08T05:47:30Z","timestamp":1702014450000},"page":"5669","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Improving Predictions of Tibetan Plateau Summer Precipitation Using a Sea Surface Temperature Analog-Based Correction Method"],"prefix":"10.3390","volume":"15","author":[{"given":"Lin","family":"Wang","sequence":"first","affiliation":[{"name":"State Key Laboratory of Severe Weather, Institute of Tibetan Plateau Meteorology, Chinese Academy of Meteorological Sciences, Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7194-0567","authenticated-orcid":false,"given":"Hong-Li","family":"Ren","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Severe Weather, Institute of Tibetan Plateau Meteorology, Chinese Academy of Meteorological Sciences, Beijing 100081, China"},{"name":"Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters (CIC-FEMD), Nanjing University of Information Science and Technology, Nanjing 210044, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangde","family":"Xu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Severe Weather, Institute of Tibetan Plateau Meteorology, Chinese Academy of Meteorological Sciences, Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Gao","sequence":"additional","affiliation":[{"name":"Ensemble Forecasting Division, CMA Earth System Modeling and Prediction Center (CEMC), Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8608-4131","authenticated-orcid":false,"given":"Bin","family":"Chen","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Severe Weather, Institute of Tibetan Plateau Meteorology, Chinese Academy of Meteorological Sciences, Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7223-0022","authenticated-orcid":false,"given":"Jian","family":"Li","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Severe Weather, Institute of Tibetan Plateau Meteorology, Chinese Academy of Meteorological Sciences, Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9458-3387","authenticated-orcid":false,"given":"Huizheng","family":"Che","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Severe Weather, Key Laboratory of Atmospheric Chemistry of CMA, Chinese Academy of Meteorological Sciences, Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4829-0276","authenticated-orcid":false,"given":"Yaqiang","family":"Wang","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence for Meteorological, Chinese Academy of Meteorological Sciences, Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoye","family":"Zhang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Severe Weather, Key Laboratory of Atmospheric Chemistry of CMA, Chinese Academy of Meteorological Sciences, Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2023,12,8]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1038\/454393a","article-title":"China: The third pole","volume":"454","author":"Qiu","year":"2008","journal-title":"Nature"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"423","DOI":"10.1175\/BAMS-D-17-0057.1","article-title":"Recent Third Pole\u2019s Rapid Warming Accompanies Cryospheric Melt and Water Cycle Intensification and Interactions between Monsoon and Environment: Multidisciplinary Approach with Observations, Modeling, and Analysis","volume":"100","author":"Yao","year":"2019","journal-title":"Bull. 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