Integrating Meteorological and Remote Sensing Data to Simulate Cropland Nocturnal Evapotranspiration Using Machine Learning
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Wang, Xingwang & Lei, Huimin & Li, Jiadi & Huo, Zailin & Zhang, Yongqiang & Qu, Yanping, 2023. "Estimating evapotranspiration and yield of wheat and maize croplands through a remote sensing-based model," Agricultural Water Management, Elsevier, vol. 282(C).
- Kai Xin & Jingyuan Zhao & Tianhui Wang & Weijun Gao, 2022. "Supporting Design to Develop Rural Revitalization through Investigating Village Microclimate Environments: A Case Study of Typical Villages in Northwest China," IJERPH, MDPI, vol. 19(14), pages 1-20, July.
- Zhang, Yanqun & Kang, Shaozhong & Ward, Eric J. & Ding, Risheng & Zhang, Xin & Zheng, Rui, 2011. "Evapotranspiration components determined by sap flow and microlysimetry techniques of a vineyard in northwest China: Dynamics and influential factors," Agricultural Water Management, Elsevier, vol. 98(8), pages 1207-1214, May.
- Kukal, Meetpal S. & Irmak, Suat, 2022. "Nocturnal transpiration in field crops: Implications for temporal aggregation and diurnal weighing of vapor pressure deficit," Agricultural Water Management, Elsevier, vol. 266(C).
- Chen, Dianyu & Wang, Youke & Liu, Shouyang & Wei, Xinguang & Wang, Xing, 2014. "Response of relative sap flow to meteorological factors under different soil moisture conditions in rainfed jujube (Ziziphus jujuba Mill.) plantations in semiarid Northwest China," Agricultural Water Management, Elsevier, vol. 136(C), pages 23-33.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Wang, Di & Wang, Li, 2017. "Dynamics of evapotranspiration partitioning for apple trees of different ages in a semiarid region of northwest China," Agricultural Water Management, Elsevier, vol. 191(C), pages 1-15.
- Jiang, Xuelian & Kang, Shaozhong & Li, Fusheng & Du, Taisheng & Tong, Ling & Comas, Louise, 2016. "Evapotranspiration partitioning and variation of sap flow in female and male parents of maize for hybrid seed production in arid region," Agricultural Water Management, Elsevier, vol. 176(C), pages 132-141.
- Zheng, Jing & Fan, Junliang & Zhang, Fucang & Wu, Lifeng & Zou, Yufeng & Zhuang, Qianlai, 2021. "Estimation of rainfed maize transpiration under various mulching methods using modified Jarvis-Stewart model and hybrid support vector machine model with whale optimization algorithm," Agricultural Water Management, Elsevier, vol. 249(C).
- Phogat, V. & Skewes, M.A. & McCarthy, M.G. & Cox, J.W. & Šimůnek, J. & Petrie, P.R., 2017. "Evaluation of crop coefficients, water productivity, and water balance components for wine grapes irrigated at different deficit levels by a sub-surface drip," Agricultural Water Management, Elsevier, vol. 180(PA), pages 22-34.
- Han, Ming & Zhang, Huihui & DeJonge, Kendall C. & Comas, Louise H. & Gleason, Sean, 2018. "Comparison of three crop water stress index models with sap flow measurements in maize," Agricultural Water Management, Elsevier, vol. 203(C), pages 366-375.
- Wu, Youjie & Du, Taisheng & Ding, Risheng & Yuan, Yusen & Li, Sien & Tong, Ling, 2017. "An isotope method to quantify soil evaporation and evaluate water vapor movement under plastic film mulch," Agricultural Water Management, Elsevier, vol. 184(C), pages 59-66.
- Chen, Dianyu & Wang, Youke & Liu, Shouyang & Wei, Xinguang & Wang, Xing, 2014. "Response of relative sap flow to meteorological factors under different soil moisture conditions in rainfed jujube (Ziziphus jujuba Mill.) plantations in semiarid Northwest China," Agricultural Water Management, Elsevier, vol. 136(C), pages 23-33.
- Zheng, Jing & Fan, Junliang & Zhang, Fucang & Zhuang, Qianlai, 2021. "Evapotranspiration partitioning and water productivity of rainfed maize under contrasting mulching conditions in Northwest China," Agricultural Water Management, Elsevier, vol. 243(C).
- Ohana-Levi, Noa & Munitz, Sarel & Ben-Gal, Alon & Netzer, Yishai, 2020. "Evaluation of within-season grapevine evapotranspiration patterns and drivers using generalized additive models," Agricultural Water Management, Elsevier, vol. 228(C).
- Qiu, Rangjian & Liu, Chunwei & Cui, Ningbo & Wu, Youjie & Wang, Zhenchang & Li, Gen, 2019. "Evapotranspiration estimation using a modified Priestley-Taylor model in a rice-wheat rotation system," Agricultural Water Management, Elsevier, vol. 224(C), pages 1-1.
- Chen, Dianyu & Hu, Xiaotao & Duan, Xingwu & Yang, Daxin & Wang, Youke & Wang, Xing & Saifullah, Muhammad, 2024. "Improving canopy transpiration model performance by considering concurrent hot and dry conditions," Agricultural Systems, Elsevier, vol. 217(C).
- Jiang, Xuelian & Kang, Shaozhong & Tong, Ling & Li, Sien & Ding, Risheng & Du, Taisheng, 2019. "Modeling evapotranspiration and its components of maize for seed production in an arid region of northwest China using a dual crop coefficient and multisource models," Agricultural Water Management, Elsevier, vol. 222(C), pages 105-117.
- Qiu, Rangjian & Li, Longan & Liu, Chunwei & Wang, Zhenchang & Zhang, Baozhong & Liu, Zhandong, 2022. "Evapotranspiration estimation using a modified crop coefficient model in a rotated rice-winter wheat system," Agricultural Water Management, Elsevier, vol. 264(C).
- Min Tang & Hongchen Li & Chao Zhang & Xining Zhao & Xiaodong Gao & Pute Wu, 2021. "Mulching Measures Improve Soil Moisture in Rain-Fed Jujube ( Ziziphus jujuba Mill.) Orchards in the Loess Hilly Region of China," Sustainability, MDPI, vol. 13(2), pages 1-13, January.
- Poblete-Echeverría, C. & Ortega-Farias, S. & Zuñiga, M. & Fuentes, S., 2012. "Evaluation of compensated heat-pulse velocity method to determine vine transpiration using combined measurements of eddy covariance system and microlysimeters," Agricultural Water Management, Elsevier, vol. 109(C), pages 11-19.
- Ouyang, Lei & Wu, Jin & Zhao, Ping & Li, Yanqiong & Zhu, Liwei & Ni, Guangyan & Rao, Xingquan, 2021. "Consumption of precipitation by evapotranspiration indicates potential drought for broadleaved and coniferous plantations in hilly lands of South China," Agricultural Water Management, Elsevier, vol. 252(C).
- Liu, Minguo & Wu, Xiaojuan & Yang, Huimin, 2022. "Evapotranspiration characteristics and soil water balance of alfalfa grasslands under regulated deficit irrigation in the inland arid area of Midwestern China," Agricultural Water Management, Elsevier, vol. 260(C).
- Cancela, J.J. & Fandiño, M. & Rey, B.J. & Martínez, E.M., 2015. "Automatic irrigation system based on dual crop coefficient, soil and plant water status for Vitis vinifera (cv Godello and cv Mencía)," Agricultural Water Management, Elsevier, vol. 151(C), pages 52-63.
- Zhao, Peng & Kang, Shaozhong & Li, Sien & Ding, Risheng & Tong, Ling & Du, Taisheng, 2018. "Seasonal variations in vineyard ET partitioning and dual crop coefficients correlate with canopy development and surface soil moisture," Agricultural Water Management, Elsevier, vol. 197(C), pages 19-33.
- Tieqiao Xiao & Lanlan Sheng & Shaojie Zhang & Licheng Zheng & Taotao Shui, 2023. "Thermal Comfort Improvement Strategies for Outdoor Spaces in Traditional Villages Based on ENVI-Met: Shimengao Village in Chizhou City," Sustainability, MDPI, vol. 15(15), pages 1-19, July.
More about this item
Keywords
nocturnal evapotranspiration; ecological remote sensing; machine learning; random forest; characteristics analysis;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:16:y:2024:i:5:p:1987-:d:1347715. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.