{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,24]],"date-time":"2026-04-24T16:02:12Z","timestamp":1777046532855,"version":"3.51.4"},"reference-count":109,"publisher":"MDPI AG","issue":"19","license":[{"start":{"date-parts":[[2022,9,29]],"date-time":"2022-09-29T00:00:00Z","timestamp":1664409600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2021YFC3200301"],"award-info":[{"award-number":["2021YFC3200301"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["51909168"],"award-info":[{"award-number":["51909168"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020-07"],"award-info":[{"award-number":["2020-07"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2021YFC3200301"],"award-info":[{"award-number":["2021YFC3200301"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51909168"],"award-info":[{"award-number":["51909168"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2020-07"],"award-info":[{"award-number":["2020-07"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Program of Chongqing Transportation Bureau","award":["2021YFC3200301"],"award-info":[{"award-number":["2021YFC3200301"]}]},{"name":"Science and Technology Program of Chongqing Transportation Bureau","award":["51909168"],"award-info":[{"award-number":["51909168"]}]},{"name":"Science and Technology Program of Chongqing Transportation Bureau","award":["2020-07"],"award-info":[{"award-number":["2020-07"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Hydrological processes are known as major driving forces in structuring wetland plant communities, but the specific relationships are not always well understood. The recent dry conditions of Poyang Lake (i.e., the largest freshwater lake in China) are having a profound impact on its wetland vegetation, leading to the degradation of the entire wetland ecosystem. We developed an integrated framework to quantitatively investigate the relationship between the spatial distribution of major wetland herbaceous communities and the hydrological regimes of Poyang Lake. First, the wetland herbaceous community classification was built using a support-vector machine and simultaneous parameter optimization, achieving an overall accuracy of over 98%. Secondly, based on the inundation conditions since 2000, four hydrological drivers of the spatial distribution of these communities were evaluated by canonical correspondence analysis. Finally, the hydrological niches of the communities were quantified by Gaussian regression and quantile methods. The results show that there were significant interspecific differences in terms of the hydrological niche. For example, Carex cinerascens Ass was the most adaptable to inundation, while Triarrhena lutarioriparia + Phragmites australis Ass was the least. Our integrated analytical framework can contribute to hydrological management to better maintain the wetland plant community structure in the Poyang Lake area.<\/jats:p>","DOI":"10.3390\/rs14194870","type":"journal-article","created":{"date-parts":[[2022,9,29]],"date-time":"2022-09-29T23:09:29Z","timestamp":1664492969000},"page":"4870","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Hydrological Drivers for the Spatial Distribution of Wetland Herbaceous Communities in Poyang Lake"],"prefix":"10.3390","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7622-7274","authenticated-orcid":false,"given":"Wenqin","family":"Huang","sequence":"first","affiliation":[{"name":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210098, China"},{"name":"Nanjing Hydraulic Research Institute, Nanjing 210029, China"},{"name":"Institute of Bio- and Geosciences: Agrosphere (IBG-3), Forschungszentrum J\u00fclich, 52428 J\u00fclich, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3991-5385","authenticated-orcid":false,"given":"Tengfei","family":"Hu","sequence":"additional","affiliation":[{"name":"Nanjing Hydraulic Research Institute, Nanjing 210029, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingqiao","family":"Mao","sequence":"additional","affiliation":[{"name":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210098, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0812-8570","authenticated-orcid":false,"given":"Carsten","family":"Montzka","sequence":"additional","affiliation":[{"name":"Institute of Bio- and Geosciences: Agrosphere (IBG-3), Forschungszentrum J\u00fclich, 52428 J\u00fclich, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3015-7706","authenticated-orcid":false,"given":"Roland","family":"Bol","sequence":"additional","affiliation":[{"name":"Institute of Bio- and Geosciences: Agrosphere (IBG-3), Forschungszentrum J\u00fclich, 52428 J\u00fclich, Germany"},{"name":"School of Natural Sciences, Environment Centre Wales, Bangor University, Bangor LL57 2UW, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Songxian","family":"Wan","sequence":"additional","affiliation":[{"name":"Jiangxi Poyang Lake Nanji Wetland National Nature Reserve Authority, Nanchang 330038, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianxin","family":"Li","sequence":"additional","affiliation":[{"name":"Jiangxi Poyang Lake Nanji Wetland National Nature Reserve Authority, Nanchang 330038, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin","family":"Yue","sequence":"additional","affiliation":[{"name":"School of Agriculture and Horticulture, Chengdu Agricultural College, Chengdu 611130, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huichao","family":"Dai","sequence":"additional","affiliation":[{"name":"College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210098, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2022,9,29]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1023\/A:1009875226637","article-title":"How do depth, duration and frequency of flooding influence the establishment of wetland plant communities?","volume":"147","author":"Casanova","year":"2000","journal-title":"Plant Ecol."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"492","DOI":"10.1007\/s00267-002-2737-0","article-title":"Basic principles and ecological consequences of altered flow regimes for aquatic biodiversity","volume":"30","author":"Bunn","year":"2002","journal-title":"Environ. 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