Liu, Yang; Chen, Cheng; Chen, Qiuwen; Zhang, Jianyun; Sun, Zheng; Yan, Xingcheng; Huang, Qi (2025) Improve Carbon Budget Assessment in Floodplain Wetlands Using Hydrodynamic and Integrated Machine Learning Models. Water Resources Research, 61 (10). doi:10.1029/2025wr040128

References Listed

These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.

	Baldocchi, Angela K., Reed, David E., Loken, Luke C., Stanley, Emily H., Huerd, Hayley, Desai, Ankur R. (2020) Comparing Spatial and Temporal Variation of Lake‐Atmosphere Carbon Dioxide Fluxes Using Multiple Methods. Journal of Geophysical Research: Biogeosciences, 125 (12) doi:10.1029/2019jg005623
	Blaschke, Thomas, Hay, Geoffrey J., Kelly, Maggi, Lang, Stefan, Hofmann, Peter, Addink, Elisabeth, Queiroz Feitosa, Raul, van der Meer, Freek, van der Werff, Harald, van Coillie, Frieke, Tiede, Dirk (2014) Geographic Object-Based Image Analysis – Towards a new paradigm. ISPRS Journal of Photogrammetry and Remote Sensing, 87. 180-191 doi:10.1016/j.isprsjprs.2013.09.014
	Chen, Cheng; Liu, Yang; Yao, Siyang; Chen, Qiuwen; Zhang, Jianyun; Mo, Kangle; He, Mengnan; Ma, Jinge (2025) Can Water Conservancy Project Regulation Mitigate Climate Change‐Induced Degradation of Avian Food Vegetation in Large Floodplain Wetlands? Water Resources Research, 61 (9). doi:10.1029/2025wr040932
	Not Yet Imported: - journal-article : 10.1016/j.agrformet.2021.108653 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	()
	Danish Hydraulic Institute (DHI). (2011).Mike 21 & mike 3 flow model FM: Hydrodynamic and transport module[Software].Hydrodynamic Module.https://www.dhigroup.com/upload/dhisoftwarearchive/shortdescriptions/marine/HydrodynamicModuleHD.pdf
	Dronova, Iryna (2015) Object-Based Image Analysis in Wetland Research: A Review. Remote Sensing, 7 (5). doi:10.3390/rs70506380
	Duan, Hongtao, Xiao, Qitao, Qi, Tianci, Hu, Cheng, Zhang, Mi, Shen, Ming, Hu, Zhenghua, Wang, Wei, Xiao, Wei, Qiu, Yinguo, Luo, Juhua, Lee, Xuhui (2023) Quantification of Diffusive Methane Emissions from a Large Eutrophic Lake with Satellite Imagery. Environmental Science & Technology, 57 (36) 13520-13529 doi:10.1021/acs.est.3c05631
	Frappart, Frédéric, Seyler, Frédérique, Martinez, Jean-Michel, León, Juan G., Cazenave, Anny (2005) Floodplain water storage in the Negro River basin estimated from microwave remote sensing of inundation area and water levels. Remote Sensing of Environment, 99 (4). 387-399 doi:10.1016/j.rse.2005.08.016
	Funk, Chris, Peterson, Pete, Landsfeld, Martin, Pedreros, Diego, Verdin, James, Shukla, Shraddhanand, Husak, Gregory, Rowland, James, Harrison, Laura, Hoell, Andrew, Michaelsen, Joel (2015) The climate hazards infrared precipitation with stations—a new environmental record for monitoring extremes. Scientific Data, 2. doi:10.1038/sdata.2015.66
	Not Yet Imported: - journal-article : 10.1016/j.engappai.2022.105151 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Guo, Mingyang, Melack, John M., Zhou, Wencai, Barbosa, Pedro M., Amaral, Joao H. F., Zhuang, Qianlai (2023) Linking Biogeochemical and Hydrodynamic Processes to Model Methane Fluxes in Shallow, Tropical Floodplain Lakes. Journal of Advances in Modeling Earth Systems, 15 (12) doi:10.1029/2022ms003385
	Not Yet Imported: - journal-article : 10.1023/a:1012487302797 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Han, Guangxuan, Chu, Xiaojing, Xing, Qinghui, Li, Dejun, Yu, Junbao, Luo, Yiqi, Wang, Guangmei, Mao, Peili, Rafique, Rashad (2015) Effects of episodic flooding on the net ecosystem CO 2 exchange of a supratidal wetland in the Yellow River Delta. Journal of Geophysical Research: Biogeosciences, 120. 1506-1520 doi:10.1002/2015jg002923
	Huang, Xingyun, Li, Yaxuan, Lin, Huiyin, Wen, Xiuting, Liu, Jie, Yuan, Zhifen, Fu, Chun, Zheng, Bofu, Gong, Leiqiang, Zhan, Huiying, Ni, Yu, Hu, Yang, Zhan, Peng, Shi, Yingkang, Rong, Jun, Shen, Ruichang (2023) Flooding dominates soil microbial carbon and phosphorus limitations in Poyang Lake wetland, China. CATENA, 232. 107468 doi:10.1016/j.catena.2023.107468
	Huang, Ying, Zhou, Cheng, Du, Minghui, Wu, Pengfei, Yuan, Lin, Tang, Jianwu (2022) Tidal influence on the relationship between solar-induced chlorophyll fluorescence and canopy photosynthesis in a coastal salt marsh. Remote Sensing of Environment, 270. 112865pp. doi:10.1016/j.rse.2021.112865
	Not Yet Imported: Agricultural and Forest Meteorology - journal-article : 10.1016/j.agrformet.2022.109224 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Khadke, Leena, Mukherjee, Sandipan, Ghosh, Subimal (2025) Micrometeorological drivers affecting the variability of CO2 uptake in the Himalayan Oak and Pine dominated ecosystems: An assessment of causal relationships. Journal of Hydrology, 647. doi:10.1016/j.jhydrol.2024.132333
	Not Yet Imported: - journal-article : 10.1016/j.ecoinf.2023.102446 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Kraft D. (1988) Forschungsbericht‐ Deutsche Forschungs‐ und Versuchsanstalt fur Luft‐ und Raumfahrt A software package for sequential quadratic programming
	Kyzivat, Ethan D., Smith, Laurence C., Garcia‐Tigreros, Fenix, Huang, Chang, Wang, Chao, Langhorst, Theodore, Fayne, Jessica V., Harlan, Merritt E., Ishitsuka, Yuta, Feng, Dongmei, Dolan, Wayana, Pitcher, Lincoln H, Wickland, Kimberly P., Dornblaser, Mark M., Striegl, Robert G., Pavelsky, Tamlin M., Butman, David E., Gleason, Colin J. (2022) The Importance of Lake Emergent Aquatic Vegetation for Estimating Arctic‐Boreal Methane Emissions. Journal of Geophysical Research: Biogeosciences, 127 (6) doi:10.1029/2021jg006635
	Lawrence, David M., Fisher, Rosie A., Koven, Charles D., Oleson, Keith W., Swenson, Sean C., Bonan, Gordon, Collier, Nathan, Ghimire, Bardan, Kampenhout, Leo, Kennedy, Daniel, Kluzek, Erik, Lawrence, Peter J., Li, Fang, Li, Hongyi, Lombardozzi, Danica, Riley, William J., Sacks, William J., Shi, Mingjie, Vertenstein, Mariana, Wieder, William R., Xu, Chonggang, Ali, Ashehad A., Badger, Andrew M., Bisht, Gautam, Broeke, Michiel, Brunke, Michael A., Burns, Sean P., Buzan, Jonathan, Clark, Martyn, Craig, Anthony, Dahlin, Kyla, Drewniak, Beth, Fisher, Joshua B., Flanner, Mark, Fox, Andrew M., Gentine, Pierre, Hoffman, Forrest, Keppel‐Aleks, Gretchen, Knox, Ryan, Kumar, Sanjiv, Lenaerts, Jan, Leung, L. Ruby, Lipscomb, William H., Lu, Yaqiong, Pandey, Ashutosh, Pelletier, Jon D., Perket, Justin, Randerson, James T., Ricciuto, Daniel M., Sanderson, Benjamin M., Slater, Andrew, Subin, Zachary M., Tang, Jinyun, Thomas, R. Quinn, Val Martin, Maria, Zeng, Xubin (2019) The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty. Journal of Advances in Modeling Earth Systems, 11. 4245-4287 doi:10.1029/2018ms001583
	()
	Liu Y.(2025).Hydrological and topographic data with manning’s n coefficient field for hydrodynamic modeling[Dataset].figshare.https://doi.org/10.6084/m9.figshare.28100078
	Liu, Yang, Liu, Feng, Chen, Cheng, Chen, Qiuwen, Zhang, Jianyun, Mo, Kangle, Jiang, Qinghu, Yao, Siyang (2024) A holistic approach to projecting streamflow and analyzing changes in ecologically relevant hydrological indicators under climate and land use/cover change. Journal of Hydrology, 632. 130863 doi:10.1016/j.jhydrol.2024.130863
	Not Yet Imported: - journal-article : 10.1016/j.ecolind.2022.108697 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	()
	Lucarini, Arianna, Cascio, Mauro Lo, Marras, Serena, Sirca, Costantino, Spano, Donatella (2024) Artificial intelligence and Eddy covariance: A review. Science of The Total Environment, 950. 175406 doi:10.1016/j.scitotenv.2024.175406
	Lundberg S. (2017) Advances in Neural Information Processing Systems A unified approach to interpreting model predictions 30
	()
	Mammarella, Ivan, Nordbo, Annika, Rannik, Üllar, Haapanala, Sami, Levula, Janne, Laakso, Heikki, Ojala, Anne, Peltola, Olli, Heiskanen, Jouni, Pumpanen, Jukka, Vesala, Timo (2015) Carbon dioxide and energy fluxes over a small boreal lake in Southern Finland. Journal of Geophysical Research: Biogeosciences, 120. 1296-1314 doi:10.1002/2014jg002873
	()
	Not Yet Imported: - journal-article : 10.1016/j.agrformet.2017.01.022 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Oecologia - journal-article : 10.1007/s004420000464 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/j.scitotenv.2020.138096 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Nanji Wetland Field Comprehensive Experiment Station. (2025).NEE observation data of Nanji station[Dataset]. Retrieved fromhttp://njs.jxnu.edu.cn
	()
	Ovando, A., Martinez, J.M., Tomasella, J., Rodriguez, D.A., von Randow, C. (2018) Multi-temporal flood mapping and satellite altimetry used to evaluate the flood dynamics of the Bolivian Amazon wetlands. International Journal of Applied Earth Observation and Geoinformation, 69. 27-40 doi:10.1016/j.jag.2018.02.013
	Palmer, Margaret, Ruhi, Albert (2019) Linkages between flow regime, biota, and ecosystem processes: Implications for river restoration. Science, 365 (6459). doi:10.1126/science.aaw2087
	()
	()
	Powell, M. J. D. (1964) An efficient method for finding the minimum of a function of several variables without calculating derivatives. The Computer Journal, 7. 155-162 doi:10.1093/comjnl/7.2.155
	Qi, Tianci, Xiao, Qitao, Cao, Zhigang, Shen, Ming, Ma, Jinge, Liu, Dong, Duan, Hongtao (2020) Satellite Estimation of Dissolved Carbon Dioxide Concentrations in China’s Lake Taihu. Environmental Science & Technology, 54 (21) 13709-13718 doi:10.1021/acs.est.0c04044
	Quijano-Baron, Juan, Carlier, Rebecca, Rodriguez, Jose F., Sandi, Steven G., Saco, Patricia M., Wen, Li, Kuczera, George (2022) And we thought the Millennium Drought was bad: Assessing climate variability and change impacts on an Australian dryland wetland using an ecohydrologic emulator. Water Research, 218. 118487 doi:10.1016/j.watres.2022.118487
	()
	Rudberg, D., Duc, N. T., Schenk, J., Sieczko, A. K., Pajala, G., Sawakuchi, H. O., Verheijen, H. A., Melack, J. M., MacIntyre, S., Karlsson, J., Bastviken, D. (2021) Diel Variability of CO 2 Emissions From Northern Lakes. Journal of Geophysical Research: Biogeosciences, 126 (10) doi:10.1029/2021jg006246
	()
	Saha, Asish, Chandra Pal, Subodh (2024) Application of machine learning and emerging remote sensing techniques in hydrology: A state-of-the-art review and current research trends. Journal of Hydrology, 632. 130907 doi:10.1016/j.jhydrol.2024.130907
	()
	Trimble. (2014).eCognition developer (version 9.0.1)[Software]. Retrieved fromhttps://geospatial.trimble.com/en/products/software/trimble‐ecognition
	USGS. (2025).Surface reflectance data from landsat 8 and MODIS[Dataset]. Retrieved fromhttps://usgs.gov
	Wang, Shuoyue, Gao, Yang, Jia, Junjie, Lu, Yao, Wang, Jing, Ha, Xianrui, Li, Zhaoxi, Sun, Kun (2022) Determining whether hydrological processes drive carbon source and sink conversion shifts in a large floodplain-lake system in China. Water Research, 224. 119105 doi:10.1016/j.watres.2022.119105
	()
	Not Yet Imported: - journal-article : 10.1111/gcb.17158 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Wilkinson, Grace M., Buelo, Cal D., Cole, Jonathan J., Pace, Michael L. (2016) Exogenously produced CO2 doubles the CO2 efflux from three north temperate lakes. Geophysical Research Letters, 43 (5) 1996-2003 doi:10.1002/2016gl067732
	Not Yet Imported: Water Resources Research - journal-article : 10.1029/2021wr031822 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Yao, Siyang, Chen, Cheng, Chen, Qiuwen, Zhang, Jianyun, He, Mengnan (2023) Combining process-based model and machine learning to predict hydrological regimes in floodplain wetlands under climate change. Journal of Hydrology, 626. 130193 doi:10.1016/j.jhydrol.2023.130193
	()
	Yuan, Xiaomin, Liu, Qiang, Cui, Baoshan, Xu, Xiaofeng, Liang, Liqiao, Sun, Tao, Yan, Sirui, Wang, Xuan, Li, Chunhui, Li, Shuzhen, Li, Miao (2021) Effect of water-level fluctuations on methane and carbon dioxide dynamics in a shallow lake of Northern China: Implications for wetland restoration. Journal of Hydrology, 597. 126169pp. doi:10.1016/j.jhydrol.2021.126169
	()
	Zhang, Caiyun, Brodylo, David, Sirianni, Matthew J., Li, Tiantian, Comas, Xavier, Douglas, Thomas A., Starr, Gregory (2021) Mapping CO2 fluxes of cypress swamp and marshes in the Greater Everglades using eddy covariance measurements and Landsat data. Remote Sensing of Environment, 262. 112523pp. doi:10.1016/j.rse.2021.112523
	Zhang, Caiyun, Comas, Xavier, Brodylo, David (2020) A Remote Sensing Technique to Upscale Methane Emission Flux in a Subtropical Peatland. Journal of Geophysical Research: Biogeosciences, 125 (10) doi:10.1029/2020jg006002
	Zhang, Li, Wylie, Bruce K., Ji, Lei, Gilmanov, Tagir G., Tieszen, Larry L., Howard, Daniel M. (2011) Upscaling carbon fluxes over the Great Plains grasslands: Sinks and sources. Journal of Geophysical Research, 116. doi:10.1029/2010jg001504
	Zhang, Meng, Lin, Hui (2022) Wetland classification using parcel-level ensemble algorithm based on Gaofen-6 multispectral imagery and Sentinel-1 dataset. Journal of Hydrology, 606. 127462pp. doi:10.1016/j.jhydrol.2022.127462
	Zhang, Zhongtian, Jin, Guangqiu, Tang, Hongwu, Zhang, Siyi, Zhu, Di, Xu, Jing (2022) How does the three gorges dam affect the spatial and temporal variation of water levels in the Poyang Lake?. Journal of Hydrology, 605. 127356pp. doi:10.1016/j.jhydrol.2021.127356
	Not Yet Imported: - journal-article : 10.1111/gcb.14718 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Zhao X.(2020).CO2flux by eddy covariance over Poyang Lake[Dataset].figshare.https://doi.org/10.6084/m9.figshare.12401498.v1
	Zhao, Xiaosong, Fan, Xingwang, Griffis, Timothy J., Xiao, Ke, Li, Xiang, Liu, Yuanbo, Lai, Xijun, Wan, Rongrong, Li, Tingting (2023) Three Gorges Dam Operations Affect the Carbon Dioxide Budget of a Large Downstream Connected Lake. Geophysical Research Letters, 50 (12) doi:10.1029/2022gl102697
	()

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