{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T16:14:59Z","timestamp":1760112899011,"version":"build-2065373602"},"reference-count":68,"publisher":"MDPI AG","issue":"16","license":[{"start":{"date-parts":[[2024,8,9]],"date-time":"2024-08-09T00:00:00Z","timestamp":1723161600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Chongqing Municipal Bureau of Water Resource","award":["5000002021BF40001","42371071","42061015","CQS23C01036"],"award-info":[{"award-number":["5000002021BF40001","42371071","42061015","CQS23C01036"]}]},{"name":"National Natural Science Foundation of China","award":["5000002021BF40001","42371071","42061015","CQS23C01036"],"award-info":[{"award-number":["5000002021BF40001","42371071","42061015","CQS23C01036"]}]},{"name":"Water Resources Bureau of Chongqing Municipal","award":["5000002021BF40001","42371071","42061015","CQS23C01036"],"award-info":[{"award-number":["5000002021BF40001","42371071","42061015","CQS23C01036"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Carbon use efficiency (CUE) was identified as a pivotal parameter for elucidating the carbon cycle within ecosystems. It signified the efficiency with which light energy was transformed into organic matter by vegetation. In light of the challenges posed by global warming, it was deemed essential to gain a comprehensive understanding of the fluctuations and determinants of CUE. Despite the significance of this topic, the current research on factors influencing CUE remained incomplete, notably lacking in exploration of the impacts of ecological engineering on CUE. The objective of this study is to elucidate the influences of climate change and ecological engineering on CUE, quantifying their effects using residual analysis. Additionally, it aims to analyze the primary factors contributing to the fluctuations in CUE. Our findings indicated an average CUE of 0.8536 (\u00b10.0026) with minor interannual variation. In the Three Rivers Source region, CUE is jointly influenced by ecological engineering (30.88%) and climate change (69.12%). Notably, climatic factors predominantly regulate CUE, accounting for approximately 90.20% of its regional variations, with over 44.70% of areas exhibiting contributions exceeding 80%. Moreover, the impact of evapotranspiration on CUE surpasses that of precipitation and temperature, while factors such as elevation and vegetation types also play significant roles. This study showed the quantification of climate change and ecological engineering effects on CUE, which would hold substantial implications for predicting and evaluating global carbon cycling.<\/jats:p>","DOI":"10.3390\/rs16162909","type":"journal-article","created":{"date-parts":[[2024,8,9]],"date-time":"2024-08-09T07:59:07Z","timestamp":1723190347000},"page":"2909","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Quantifying Carbon Use Efficiency: Unraveling the Impact of Climate Change and Ecological Engineering on Vegetation in the Three Rivers Source Region"],"prefix":"10.3390","volume":"16","author":[{"given":"Yixia","family":"Luo","sequence":"first","affiliation":[{"name":"School of River and Ocean Engineering, Chongqing Jiaotong University, Chongqing 400074, China"},{"name":"Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 401122, China"},{"name":"Chongqing College of Chinese Academy of Sciences, Chongqing 400714, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hengyi","family":"Duan","sequence":"additional","affiliation":[{"name":"Upper Changjiang River Bureau of Hydrological and Water Resources Survey, Chongqing 400020, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-9737-5918","authenticated-orcid":false,"given":"Jing","family":"Pan","sequence":"additional","affiliation":[{"name":"Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 401122, China"},{"name":"Chongqing College of Chinese Academy of Sciences, Chongqing 400714, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xue","family":"Gao","sequence":"additional","affiliation":[{"name":"Institute of Agricultural Resources and Environment, Tibet Academy of Agricultural and Animal Husbandry Science, Lhasa 850000, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jilong","family":"Chen","sequence":"additional","affiliation":[{"name":"Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 401122, China"},{"name":"Chongqing College of Chinese Academy of Sciences, Chongqing 400714, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengjun","family":"Wu","sequence":"additional","affiliation":[{"name":"Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 401122, China"},{"name":"Chongqing College of Chinese Academy of Sciences, Chongqing 400714, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daming","family":"Tan","sequence":"additional","affiliation":[{"name":"Institute of Agricultural Resources and Environment, Tibet Academy of Agricultural and Animal Husbandry Science, Lhasa 850000, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2024,8,9]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"861","DOI":"10.1038\/35009084","article-title":"Respiration as the main determinant of carbon balance in European forests","volume":"404","author":"Valentini","year":"2000","journal-title":"Nature"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1071\/FP02083","article-title":"Plant respiration in productivity models: Conceptualisation, representation and issues for global terrestrial carbon-cycle research","volume":"30","author":"Gifford","year":"2003","journal-title":"Funct. 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