{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T12:48:22Z","timestamp":1761655702473,"version":"build-2065373602"},"reference-count":79,"publisher":"MDPI AG","issue":"11","license":[{"start":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T00:00:00Z","timestamp":1761609600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key R&D Program of China","doi-asserted-by":"publisher","award":["2022YFC3002801"],"award-info":[{"award-number":["2022YFC3002801"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Data"],"abstract":"<jats:p>Drought events exacerbated by global climate change occur frequently in China. Currently, high-spatiotemporal-resolution gridded meteorological drought index datasets are generally available for single time scales (e.g., 30, 60, 90, and 150 days) and do not fully account for seasonal differences in the impact of drought on vegetation, thus limiting their accuracy when monitoring drought in different regions of China. To compensate for the limitations of existing drought index datasets, a Chinese regional daily meteorological drought comprehensive index (MCI) dataset covering 1951\u20132022 with a spatial resolution of 0.1 degrees was developed, and standardized precipitation index (SPI) and standardized precipitation evaporation index (SPEI) datasets at 30- and 90-day scales were constructed based on ERA5-Land datasets. Compared with the existing SPI and SPEI datasets, the generated dataset exhibits a high degree of consistency with those in eastern part of China (R2 &gt; 0.5; the average biases were close to 0 and significantly smaller than RMSEs of the fitting). Additionally, the MCI dataset can more accurately reflect the changes in shallow soil moisture in the eastern part of China in a timely manner (R2 &gt; 0.7 for the 0\u20137 cm depth), thus providing notable empirical support for research on drought development in different ecosystems.<\/jats:p>","DOI":"10.3390\/data10110171","type":"journal-article","created":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T11:47:19Z","timestamp":1761652039000},"page":"171","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Database of High-Resolution Meteorological Drought Comprehensive Index Across China for the 1951\u20132022 Period"],"prefix":"10.3390","volume":"10","author":[{"given":"Xijia","family":"Zhou","sequence":"first","affiliation":[{"name":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather), China Meteorological Administration, Beijing 100081, China"},{"name":"Innovation Center for the FengYun Meteorological Satellite (FYSIC), Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1407-1531","authenticated-orcid":false,"given":"Mingwei","family":"Zhang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather), China Meteorological Administration, Beijing 100081, China"},{"name":"Innovation Center for the FengYun Meteorological Satellite (FYSIC), Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guicai","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather), China Meteorological Administration, Beijing 100081, China"},{"name":"Innovation Center for the FengYun Meteorological Satellite (FYSIC), Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7629-8232","authenticated-orcid":false,"given":"Yuanyuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather), China Meteorological Administration, Beijing 100081, China"},{"name":"Innovation Center for the FengYun Meteorological Satellite (FYSIC), Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7020-8147","authenticated-orcid":false,"given":"Zhaodi","family":"Guo","sequence":"additional","affiliation":[{"name":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center (National Center for Space Weather), China Meteorological Administration, Beijing 100081, China"},{"name":"Innovation Center for the FengYun Meteorological Satellite (FYSIC), Beijing 100081, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2025,10,28]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"811","DOI":"10.1016\/j.scitotenv.2018.10.434","article-title":"Crop yield sensitivity of global major agricultural countries to droughts and the projected changes in the future","volume":"654","author":"Leng","year":"2019","journal-title":"Sci. Total Environ."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"984","DOI":"10.1016\/j.jhydrol.2018.07.077","article-title":"Drought evolution and its impact on the crop yield in the North China Plain","volume":"564","author":"Liu","year":"2018","journal-title":"J. Hydrol."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"500","DOI":"10.1007\/s40195-019-00995-z","article-title":"Progress and prospect on the study of causes and variation regularity of droughts in China","volume":"78","author":"Zhang","year":"2020","journal-title":"Acta Meteorol. Sin."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"298","DOI":"10.1016\/j.gloplacha.2018.10.017","article-title":"Multisource data based agricultural drought monitoring and agricultural loss in China","volume":"172","author":"Zhang","year":"2019","journal-title":"Glob. Planet. Change"},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Dong, C., Li, K., Yang, X., Liu, Z., and Sun, S. (2014, January 11\u201314). Effects of drought on grain yield of spring maize in Northern China. Proceedings of the The Third International Conference on Agro-Geoinformatics, Beijing, China.","DOI":"10.1109\/Agro-Geoinformatics.2014.6910651"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"84","DOI":"10.1038\/nature16467","article-title":"Influence of extreme weather disasters on global crop production","volume":"529","author":"Lesk","year":"2016","journal-title":"Nature"},{"key":"ref_7","first-page":"1","article-title":"Impact of climate change on agricultural water use and grain production in China","volume":"2010","author":"Pute","year":"2010","journal-title":"Trans. Chin. Soc. Agric. Eng."},{"key":"ref_8","first-page":"1244","article-title":"Drought trends over the terrestrial China in the 21st century in climate change scenarios with ensemble GCM projections","volume":"33","author":"Mo","year":"2018","journal-title":"J. Nat. Resour."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"100304","DOI":"10.1016\/j.wace.2021.100304","article-title":"Mapping future droughts under global warming across China: A combined multi-timescale meteorological drought index and SOM-Kmeans approach","volume":"31","author":"Zeng","year":"2021","journal-title":"Weather Clim. Extrem."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1134\/S0097807815020049","article-title":"World droughts and their time evolution: Agricultural, meteorological, and hydrological aspects","volume":"42","author":"Dobrovolski","year":"2015","journal-title":"Water Resour."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1071\/CP08378","article-title":"The role of seasonal indices in monitoring and assessing agricultural and other droughts: A review","volume":"60","author":"White","year":"2009","journal-title":"Crop Pasture Sci."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.gloplacha.2015.01.003","article-title":"Climate change impacts on meteorological, agricultural and hydrological droughts in China","volume":"126","author":"Leng","year":"2015","journal-title":"Glob. Planet. Change"},{"key":"ref_13","first-page":"9","article-title":"Study on the transfer threshold from meteorological to hydrological drought in Dongjiang River Basin","volume":"42","author":"Mo","year":"2021","journal-title":"Pearl River"},{"key":"ref_14","first-page":"763","article-title":"Progresses and challenges in drought assessment and monitoring","volume":"26","author":"Zhang","year":"2011","journal-title":"Adv. Earth Sci."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"3001","DOI":"10.1002\/joc.3887","article-title":"Standardized precipitation evapotranspiration index (SPEI) revisited: Parameter fitting, evapotranspiration models, tools, datasets and drought monitoring","volume":"34","author":"Reig","year":"2014","journal-title":"Int. J. Climatol."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1438","DOI":"10.1007\/s10661-023-12062-3","article-title":"A review of widely used drought indices and the challenges of drought assessment under climate change","volume":"195","author":"Han","year":"2023","journal-title":"Environ. Monit. Assess."},{"key":"ref_17","first-page":"100228","article-title":"High-resolution standardized precipitation evapotranspiration index (SPEI) reveals trends in drought and vegetation water availability in China","volume":"6","author":"He","year":"2025","journal-title":"Geogr. Sustain."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"202","DOI":"10.1016\/j.jhydrol.2010.07.012","article-title":"A review of drought concepts","volume":"391","author":"Mishra","year":"2010","journal-title":"J. Hydrol."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"107256","DOI":"10.1016\/j.atmosres.2024.107256","article-title":"Development of a nonstationary Standardized Precipitation Evapotranspiration Index (NSPEI) and its application across China","volume":"300","author":"Sun","year":"2024","journal-title":"Atmos. Res."},{"key":"ref_20","doi-asserted-by":"crossref","unstructured":"Svoboda, M., and Fuchs, B. (2016). Integrated Drought Management Programme (IDMP), Handbook of Drought Indicators and Indices.","DOI":"10.1201\/b22009-11"},{"key":"ref_21","first-page":"36","article-title":"Research progress of composite drought index","volume":"37","author":"Wu","year":"2021","journal-title":"Water Resour. Prot."},{"key":"ref_22","unstructured":"Mckee, T.B., Doesken, N.J., and Kleist, J.R. (1993, January 17\u201322). The relationship of drought frequency and duration to time scales. Proceedings of the 8th Conference on Applied Climatology, Anaheim, CA, USA."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"1696","DOI":"10.1175\/2009JCLI2909.1","article-title":"A multiscalar drought index sensitive to global warming: The standardized precipitation evapotranspiration index","volume":"23","year":"2010","journal-title":"J. Clim."},{"key":"ref_24","first-page":"5591","article-title":"Spatio-temporal drought patterns in Guangxi Province based on principal component analysis","volume":"40","author":"Gao","year":"2020","journal-title":"Acta Ecol. Sin."},{"key":"ref_25","unstructured":"(2006). Classification of Meteorological Drought Category (Standard No. GB\/T20481-2006)."},{"key":"ref_26","unstructured":"(2017). Grades of Meteorological Drought (Standard No. GB\/T 20481-2017)."},{"key":"ref_27","first-page":"1402","article-title":"Spatio-temporal distribution characteristics and disaster change of drought in China based on meteorological drought composite index","volume":"43","author":"Liao","year":"2017","journal-title":"Meteorol. Mon."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Feng, A., Liu, L., Wang, G., Tang, J., Zhang, X., Chen, Y., He, X., and Liu, P. (2023). Drought monitoring from Fengyun satellite series: A comparative analysis with meteorological-drought composite index (MCI). Remote Sens., 15.","DOI":"10.3390\/rs15225410"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"104596","DOI":"10.1016\/j.jaridenv.2021.104596","article-title":"Drought area, intensity and frequency changes in China under climate warming, 1961\u20132014","volume":"193","author":"Han","year":"2021","journal-title":"J. Arid Environ."},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Mei, P., Liu, J., Liu, C., and Liu, J. (2022). A deep learning model and its application to predict the monthly MCI drought index in the Yunnan province of China. Atmosphere, 13.","DOI":"10.3390\/atmos13121951"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"1351","DOI":"10.1175\/2010BAMS2988.1","article-title":"A multiscalar global drought dataset: The SPEIbase: A new gridded product for the analysis of drought variability and impacts","volume":"91","year":"2010","journal-title":"Bull. Am. Meteorol. Soc."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1038\/s41597-024-03047-z","article-title":"The first global multi-timescale daily SPEI dataset from 1982 to 2021","volume":"11","author":"Liu","year":"2024","journal-title":"Sci. Data"},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"860","DOI":"10.1080\/20964471.2022.2148331","article-title":"The first high spatial resolution multi-scale daily SPI and SPEI raster dataset for drought monitoring and evaluating over China from 1979 to 2018","volume":"7","author":"Zhang","year":"2023","journal-title":"Big Earth Data"},{"key":"ref_34","first-page":"243","article-title":"The GPCC Drought Index\u2014A new, combined and gridded global drought index","volume":"7","author":"Ziese","year":"2014","journal-title":"Earth Syst. Sci. Data"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"132706","DOI":"10.1016\/j.jhydrol.2025.132706","article-title":"Improved non-stationary SPEI and its application in drought monitoring in China","volume":"652","author":"Zhang","year":"2025","journal-title":"J. Hydrol."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1007\/s00704-007-0375-4","article-title":"Spatial and temporal variability of precipitation over China, 1951\u20132005","volume":"95","author":"Zhang","year":"2009","journal-title":"Theor. Appl. Climatol."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Wu, G., Liu, Y., He, B., Bao, Q., Duan, A., and Jin, F.F. (2012). Thermal controls on the Asian summer monsoon. Sci. Rep., 2.","DOI":"10.1038\/srep00404"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1007\/s00703-005-0125-z","article-title":"The East Asian summer monsoon: An overview","volume":"89","author":"Yihui","year":"2005","journal-title":"Meteorol. Atmos. Phys."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"L04707","DOI":"10.1029\/2004GL021853","article-title":"Variations in droughts over China: 1951\u20132003","volume":"32","author":"Zou","year":"2005","journal-title":"Geophys. Res. Lett."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1038\/nature09364","article-title":"The impacts of climate change on water resources and agriculture in China","volume":"467","author":"Piao","year":"2010","journal-title":"Nature"},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"4349","DOI":"10.5194\/essd-13-4349-2021","article-title":"ERA5-land: A state-of-the-art global reanalysis dataset for land applications","volume":"13","author":"Dutra","year":"2021","journal-title":"Earth Syst. Sci. Data"},{"key":"ref_42","first-page":"1562","article-title":"The applicability performance of the ERA5-land precipitation datasets in Southwest China","volume":"42","author":"Huang","year":"2023","journal-title":"Plateau Meteorol."},{"key":"ref_43","doi-asserted-by":"crossref","unstructured":"Jiao, D., Xu, N., Yang, F., and Xu, K. (2021). Evaluation of spatial-temporal variation performance of ERA5 precipitation data in China. Sci. Rep., 11.","DOI":"10.1038\/s41598-021-97432-y"},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"107089","DOI":"10.1016\/j.atmosres.2023.107089","article-title":"Long-term characteristics of hydrometeors in stratiform and convective precipitation over central eastern China and adjacent ocean","volume":"297","author":"Liao","year":"2024","journal-title":"Atmos. Res."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"2313","DOI":"10.1007\/s00376-024-4004-2","article-title":"Extreme meteorological drought events over China (1951\u20132022): Migration patterns, diversity of temperature extremes, and decadal variations","volume":"41","author":"Liu","year":"2024","journal-title":"Adv. Atmos. Sci."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"7015","DOI":"10.1175\/JCLI-D-11-00489.1","article-title":"An objective identification technique for regional extreme events","volume":"25","author":"Ren","year":"2012","journal-title":"J. Clim."},{"key":"ref_47","unstructured":"Zhang, C. (2020). Research on Drought Monitoring, Early Warning and Disaster Risk Assessment Technology, Meteorological Press."},{"key":"ref_48","first-page":"12","article-title":"Monitoring and assessment of summer drought in the Yangtze River basin in 2022","volume":"32","author":"Zou","year":"2022","journal-title":"China Flood Drought Manag."},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Zhao, K., and Zhong, S. (2024). Evaluation and error analysis of multi-source precipitation datasets during summer over the Tibetan Plateau. Atmosphere, 15.","DOI":"10.3390\/atmos15020165"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"869","DOI":"10.1038\/nclimate3029","article-title":"Land\u2013atmosphere feedbacks amplify aridity increase over land under global warming","volume":"6","author":"Berg","year":"2016","journal-title":"Nat. Clim. Change"},{"key":"ref_51","first-page":"12","article-title":"Change characteristics in compound high temperature and drought extreme events over Yangtze River Basin from 1961 to 2022","volume":"54","author":"Mei","year":"2023","journal-title":"Yangtze River"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1002\/joc.6188","article-title":"Analysis of spatiotemporal variability in temperature extremes in the Yellow and Yangtze River basins during 1961\u20132014 based on high-density gauge observations","volume":"40","author":"Niu","year":"2020","journal-title":"Int. J. Climatol."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1016\/j.jhydrol.2014.09.047","article-title":"Spatio-temporal variation of drought in China during 1961\u20132012: A climatic perspective","volume":"526","author":"Xu","year":"2015","journal-title":"J. Hydrol."},{"key":"ref_54","doi-asserted-by":"crossref","unstructured":"Yuan, Z., Yin, J., Wei, M., and Yuan, Y. (2021). Spatio-temporal variations in the temperature and precipitation extremes in Yangtze River Basin, China during 1961\u20132020. Atmosphere, 12.","DOI":"10.3390\/atmos12111423"},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"144437","DOI":"10.1016\/j.scitotenv.2020.144437","article-title":"Diverse responses of spring phenology to preseason drought and warming under different biomes in the North China Plain","volume":"766","author":"Ji","year":"2021","journal-title":"Sci. Total Environ."},{"key":"ref_56","first-page":"105","article-title":"Trend of spring drought in Shanxi Province and its influence on agriculture","volume":"17","author":"Qian","year":"2008","journal-title":"J. Nat. Disasters"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"5881","DOI":"10.1002\/2014JD021558","article-title":"The atmospheric anomalies associated with the drought over the Yangtze River basin during spring 2011","volume":"119","author":"Lu","year":"2014","journal-title":"J. Geophys. Res. Atmos."},{"key":"ref_58","first-page":"139","article-title":"Climate characteristics of the 2011 spring drought in the mid-lower Yangtze Basin","volume":"23","author":"Chen","year":"2014","journal-title":"Resour. Environ. Yangtze Basin"},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1016\/j.accre.2024.05.004","article-title":"Will the 2022 compound heatwave\u2013drought extreme over the Yangtze River Basin become Grey Rhino in the future?","volume":"15","author":"Feng","year":"2024","journal-title":"Adv. Clim. Change Res."},{"key":"ref_60","doi-asserted-by":"crossref","unstructured":"Yang, L., and Wei, J. (2024). How severe was the 2022 flash drought in the Yangtze River Basin?. Remote Sens., 16.","DOI":"10.3390\/rs16224122"},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"2649","DOI":"10.1007\/s11430-024-1356-x","article-title":"Multiscale causes of the 2022 Yangtze mega-flash drought under climate change","volume":"67","author":"Yuan","year":"2024","journal-title":"Sci. China Earth Sci."},{"key":"ref_62","first-page":"2632","article-title":"Drought impacts on crop yield: Progress, challenges and prospect","volume":"76","author":"Liu","year":"2021","journal-title":"Acta Geogr. Sin."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1016\/j.ecolind.2017.12.047","article-title":"Assessment of droughts and wheat yield loss on the North China Plain with an aggregate drought index (ADI) approach","volume":"87","author":"Wang","year":"2018","journal-title":"Ecol. Indic."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"376","DOI":"10.1007\/s13753-018-0187-4","article-title":"Impact of droughts on winter wheat yield in different growth stages during 2001\u20132016 in Eastern China","volume":"9","author":"Yu","year":"2018","journal-title":"Int. J. Disaster Risk Sci."},{"key":"ref_65","first-page":"187","article-title":"Progress and prospect on impact of drought disaster on food security and its countermeasures","volume":"41","author":"Zhao","year":"2023","journal-title":"J. Arid Meteorol."},{"key":"ref_66","first-page":"1143","article-title":"Impacts and countermeasures of extreme drought in the Yangtze River Basin in 2022","volume":"53","author":"Xia","year":"2022","journal-title":"J. Hydraul. Eng."},{"key":"ref_67","first-page":"217","article-title":"A study on spatial distribution of agro-meteorological disaster risk of late rice production in Zhejiang Province","volume":"28","author":"Wu","year":"2007","journal-title":"Chin. J. Agrometeorol."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1007\/s13753-016-0083-8","article-title":"Spatiotemporal variations of meteorological droughts in China during 1961\u20132014: An investigation based on multi-threshold identification","volume":"7","author":"He","year":"2016","journal-title":"Int. J. Disaster Risk Sci."},{"key":"ref_69","first-page":"1572","article-title":"Temporal and spatial variations of annual precipitation and meteorological drought in China during 1951\u20132018","volume":"33","author":"Lu","year":"2022","journal-title":"Ying Yong Sheng Tai Xue Bao"},{"key":"ref_70","first-page":"209","article-title":"Regional characteristics of drought in China under the background of climate warming","volume":"39","author":"Ma","year":"2019","journal-title":"J. Desert Res."},{"key":"ref_71","first-page":"447","article-title":"Interdecadal variation and trend analysis of the drought occurrence frequency in China","volume":"34","author":"Qi","year":"2011","journal-title":"Trans. Atmos. Sci."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"100324","DOI":"10.1016\/j.aosl.2022.100324","article-title":"3D DBSCAN detection and parameter sensitivity of the 2022 Yangtze river summertime heatwave and drought","volume":"16","author":"Liu","year":"2023","journal-title":"Atmos. Ocean. Sci. Lett."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"642","DOI":"10.1016\/j.accre.2023.09.007","article-title":"Extreme characteristics and causes of the drought event in the whole Yangtze River Basin in the midsummer of 2022","volume":"14","author":"Lyu","year":"2023","journal-title":"Adv. Clim. Change Res."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"171901","DOI":"10.1016\/j.scitotenv.2024.171901","article-title":"An innovative method integrating run theory and DBSCAN for complete three-dimensional drought structures","volume":"926","author":"Zhang","year":"2024","journal-title":"Sci. Total Environ."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"452","DOI":"10.1002\/2014RG000456","article-title":"Remote sensing of drought: Progress, challenges and opportunities","volume":"53","author":"AghaKouchak","year":"2015","journal-title":"Rev. Geophys."},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1007\/s12517-012-0707-2","article-title":"Drought risk assessment using remote sensing and GIS techniques","volume":"7","author":"Belal","year":"2012","journal-title":"Arab. J. Geosci."},{"key":"ref_77","first-page":"1395","article-title":"Remote sensing of vegetation drought: Research progress","volume":"28","author":"Sun","year":"2024","journal-title":"Natl. Remote Sens. Bull."},{"key":"ref_78","first-page":"1","article-title":"Progress of agricultural drought monitoring and forecasting using satellite remote sensing","volume":"3","author":"Han","year":"2021","journal-title":"Smart Agric."},{"key":"ref_79","first-page":"232","article-title":"Review of drought monitoring by remote sensing","volume":"14","author":"Liu","year":"2012","journal-title":"J. Geo Inf. Sci."}],"container-title":["Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2306-5729\/10\/11\/171\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T12:44:05Z","timestamp":1761655445000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2306-5729\/10\/11\/171"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,28]]},"references-count":79,"journal-issue":{"issue":"11","published-online":{"date-parts":[[2025,11]]}},"alternative-id":["data10110171"],"URL":"https:\/\/doi.org\/10.3390\/data10110171","relation":{},"ISSN":["2306-5729"],"issn-type":[{"value":"2306-5729","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,28]]}}}