Advancing irrigation uniformity monitoring through remote sensing: A deep-learning framework for identifying the source of non-uniformity
Author
Abstract
Suggested Citation
DOI: 10.1016/j.agwat.2025.109376
Download full text from publisher
As the access to this document is restricted, you may want to
for a different version of it.References listed on IDEAS
- Li, Huanhuan & Liu, Hao & Gong, Xuewen & Li, Shuang & Pang, Jie & Chen, Zhifang & Sun, Jingsheng, 2021. "Optimizing irrigation and nitrogen management strategy to trade off yield, crop water productivity, nitrogen use efficiency and fruit quality of greenhouse grown tomato," Agricultural Water Management, Elsevier, vol. 245(C).
- Ahmad Waleed Salehi & Shakir Khan & Gaurav Gupta & Bayan Ibrahimm Alabduallah & Abrar Almjally & Hadeel Alsolai & Tamanna Siddiqui & Adel Mellit, 2023. "A Study of CNN and Transfer Learning in Medical Imaging: Advantages, Challenges, Future Scope," Sustainability, MDPI, vol. 15(7), pages 1-28, March.
- Xu, Jiatun & Cai, Huanjie & Wang, Xiaoyun & Ma, Chenguang & Lu, Yajun & Ding, Yibo & Wang, Xiaowen & Chen, Hui & Wang, Yunfei & Saddique, Qaisar, 2020. "Exploring optimal irrigation and nitrogen fertilization in a winter wheat-summer maize rotation system for improving crop yield and reducing water and nitrogen leaching," Agricultural Water Management, Elsevier, vol. 228(C).
- Arwin van Buuren & Ingmar van Meerkerk & Cecilia Tortajada, 2019. "Understanding emergent participation practices in water governance," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 35(3), pages 367-382, May.
- López-Mata, E. & Tarjuelo, J.M. & de Juan, J.A. & Ballesteros, R. & Domínguez, A., 2010. "Effect of irrigation uniformity on the profitability of crops," Agricultural Water Management, Elsevier, vol. 98(1), pages 190-198, December.
- Shen, Yan & Puig-Bargués, Jaume & Li, Mengyao & Xiao, Yang & Li, Qiang & Li, Yunkai, 2022. "Physical, chemical and biological emitter clogging behaviors in drip irrigation systems using high-sediment loaded water," Agricultural Water Management, Elsevier, vol. 270(C).
- Boninsenha, Ígor & Mantovani, Everardo C. & Rudnick, Daran R. & Ribeiro, Higor de Q., 2024. "Revealing irrigation uniformity with remote sensing: A comparative analysis of satellite-derived uniformity coefficient," Agricultural Water Management, Elsevier, vol. 301(C).
- Li, Haoru & Mei, Xurong & Wang, Jiandong & Huang, Feng & Hao, Weiping & Li, Baoguo, 2021. "Drip fertigation significantly increased crop yield, water productivity and nitrogen use efficiency with respect to traditional irrigation and fertilization practices: A meta-analysis in China," Agricultural Water Management, Elsevier, vol. 244(C).
- Playan, E. & Salvador, R. & Faci, J.M. & Zapata, N. & Martinez-Cob, A. & Sanchez, I., 2005. "Day and night wind drift and evaporation losses in sprinkler solid-sets and moving laterals," Agricultural Water Management, Elsevier, vol. 76(3), pages 139-159, August.
- Baifus Manke, Emanuele & Nörenberg, Bernardo Gomes & Faria, Lessandro Coll & Tarjuelo, José Maria & Colombo, Alberto & Chagas Neta, Maria Clotilde Carré & Parfitt, José Maria Barbat, 2019. "Wind drift and evaporation losses of a mechanical lateral-move irrigation system: Oscillating plate versus fixed spray plate sprinklers," Agricultural Water Management, Elsevier, vol. 225(C).
- Rigas Giovos & Dimitrios Tassopoulos & Dionissios Kalivas & Nestor Lougkos & Anastasia Priovolou, 2021. "Remote Sensing Vegetation Indices in Viticulture: A Critical Review," Agriculture, MDPI, vol. 11(5), pages 1-20, May.
- Nascimento, A.K & Schwartz, R.C. & Lima, F.A & López-Mata, E. & Domínguez, A. & Izquiel, A. & Tarjuelo, J.M & Martínez-Romero, A, 2019. "Effects of irrigation uniformity on yield response and production economics of maize in a semiarid zone," Agricultural Water Management, Elsevier, vol. 211(C), pages 178-189.
- Kaili Shi & Tiangang Lu & Wengang Zheng & Xin Zhang & Lili Zhangzhong, 2022. "A Review of the Category, Mechanism, and Controlling Methods of Chemical Clogging in Drip Irrigation System," Agriculture, MDPI, vol. 12(2), pages 1-20, January.
- Dorijan Radočaj & Ante Šiljeg & Rajko Marinović & Mladen Jurišić, 2023. "State of Major Vegetation Indices in Precision Agriculture Studies Indexed in Web of Science: A Review," Agriculture, MDPI, vol. 13(3), pages 1-16, March.
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.- Boninsenha, Ígor & Mantovani, Everardo C. & Rudnick, Daran R. & Ribeiro, Higor de Q., 2024. "Revealing irrigation uniformity with remote sensing: A comparative analysis of satellite-derived uniformity coefficient," Agricultural Water Management, Elsevier, vol. 301(C).
- Cavero, Jose & Faci, Jose M. & Martínez-Cob, Antonio, 2016. "Relevance of sprinkler irrigation time of the day on alfalfa forage production," Agricultural Water Management, Elsevier, vol. 178(C), pages 304-313.
- López-Mata, E. & Tarjuelo, J.M. & Orengo-Valverde, J.J. & Pardo, J.J. & Domínguez, A., 2019. "Irrigation scheduling to maximize crop gross margin under limited water availability," Agricultural Water Management, Elsevier, vol. 223(C), pages 1-1.
- Xiao, Chao & Zou, Haiyang & Fan, Junliang & Zhang, Fucang & Li, Yi & Sun, Shikun & Pulatov, Alim, 2021. "Optimizing irrigation amount and fertilization rate of drip-fertigated spring maize in northwest China based on multi-level fuzzy comprehensive evaluation model," Agricultural Water Management, Elsevier, vol. 257(C).
- Yasmen Heiba & Mahmoud Nasr & Manabu Fujii & Abdallah E. Mohamed & Mona G. Ibrahim, 2024. "Improving irrigation schemes using sustainable development goals (SDGs)-related indicators: a case study of tomato production in pot-scale experimentation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(7), pages 17721-17747, July.
- Hou, Peng & Xiao, Yang & Muhammad, Tahir & Zhou, Bo & Song, Peng & Zhou, Yunpeng & Han, Siqi & Wen, Jiaxin & Li, Yunkai, 2023. "Multi-factorial failure of pressure-compensating emitters in drip fertigation systems: An in-situ sampling investigation," Agricultural Water Management, Elsevier, vol. 275(C).
- Yan, Shicheng & Wu, You & Fan, Junliang & Zhang, Fucang & Guo, Jinjin & Zheng, Jing & Wu, Lifeng, 2022. "Quantifying grain yield, protein, nutrient uptake and utilization of winter wheat under various drip fertigation regimes," Agricultural Water Management, Elsevier, vol. 261(C).
- Hui, Xin & Zheng, Yudong & Yan, Haijun, 2021. "Water distributions of low-pressure sprinklers as affected by the maize canopy under a centre pivot irrigation system," Agricultural Water Management, Elsevier, vol. 245(C).
- Lixiran Yu & Hongfei Tao & Qiao Li & Hong Xie & Yan Xu & Aihemaiti Mahemujiang & Youwei Jiang, 2025. "Research on Machine Learning-Based Extraction and Classification of Crop Planting Information in Arid Irrigated Areas Using Sentinel-1 and Sentinel-2 Time-Series Data," Agriculture, MDPI, vol. 15(11), pages 1-29, May.
- Dorijan Radočaj & Ante Šiljeg & Rajko Marinović & Mladen Jurišić, 2023. "State of Major Vegetation Indices in Precision Agriculture Studies Indexed in Web of Science: A Review," Agriculture, MDPI, vol. 13(3), pages 1-16, March.
- Xue, Run & Zhang, Chuan & Yan, Haofang & Disasa, Kinde Negessa & Lakhiar, Imran Ali & Akhlaq, Muhammad & Hameed, Muhammad Usman & Li, Jun & Ren, Jiangtao & Deng, Shuaishuai & Wang, Biyu & Bao, Rongxua, 2025. "Determination of the optimal frequency and duration of micro-spray patterns for high-temperature environment tomatoes based on the Fuzzy Borda model," Agricultural Water Management, Elsevier, vol. 307(C).
- Wen, Shenglin & Cui, Ningbo & Wang, Yaosheng & Gong, Daozhi & Xing, Liwen & Wu, Zongjun & Zhang, Yixuan & Zhao, Long & Fan, Junliang & Wang, Zhihui, 2024. "Optimizing deficit drip irrigation to improve yield,quality, and water productivity of apple in Loess Plateau of China," Agricultural Water Management, Elsevier, vol. 296(C).
- Franco-Luesma, Samuel & Álvaro-Fuentes, Jorge & Plaza-Bonilla, Daniel & Arrúe, José Luis & Cantero-Martínez, Carlos & Cavero, José, 2019. "Influence of irrigation time and frequency on greenhouse gas emissions in a solid-set sprinkler-irrigated maize under Mediterranean conditions," Agricultural Water Management, Elsevier, vol. 221(C), pages 303-311.
- Jiménez-Aguirre, M.T. & Isidoro, D., 2018. "Hydrosaline Balance in and Nitrogen Loads from an irrigation district before and after modernization," Agricultural Water Management, Elsevier, vol. 208(C), pages 163-175.
- Seul-gi Lee & Bashir Adelodun & Mirza Junaid Ahmad & Kyung Sook Choi, 2022. "Multi-Level Prioritization Analysis of Water Governance Components to Improve Agricultural Water-Saving Policy: A Case Study from Korea," Sustainability, MDPI, vol. 14(6), pages 1-18, March.
- Li, Cheng & Luo, Xiaoqi & Li, Yue & Wang, Naijiang & Zhang, Tibin & Dong, Qin’ge & Feng, Hao & Zhang, Wenxin & Siddique, Kadambot H.M., 2023. "Ridge planting with transparent plastic mulching improves maize productivity by regulating the distribution and utilization of soil water, heat, and canopy radiation in arid irrigation area," Agricultural Water Management, Elsevier, vol. 280(C).
- Li, Haoru & Li, Xiaoli & Mei, Xurong & Nangia, Vinay & Guo, Rui & Hao, Weiping & Wang, Jiandong, 2023. "An alternative water-fertilizer-saving management practice for wheat-maize cropping system in the North China Plain: Based on a 4-year field study," Agricultural Water Management, Elsevier, vol. 276(C).
- Sergio Vélez & Raquel Martínez-Peña & David Castrillo, 2023. "Beyond Vegetation: A Review Unveiling Additional Insights into Agriculture and Forestry through the Application of Vegetation Indices," J, MDPI, vol. 6(3), pages 1-16, July.
- Hwanjo Chung & Seunghwan Wi & Byoung-Kwan Cho & Hoonsoo Lee, 2024. "Classification of Garlic ( Allium sativum L.) Crops by Fertilizer Differences Using Ground-Based Hyperspectral Imaging System," Agriculture, MDPI, vol. 14(8), pages 1-20, July.
- Zhang, Wei & Lu, Jun-Sheng & Bai, Ju & Khan, Aziz & Zhao, Ling & Wang, Wei & Zhu, Shuang-Guo & Liu, Shu-Tong & Jin, Jun-Min & Nyanchera, Gisacho Delphine & Li, Shi-Qing & Tian, Xiao-Hong & Xiong, You-, 2024. "Reduced fertilization boosts soil quality and economic benefits in semiarid apple orchard: A two-year appraisal of fertigation strategy," Agricultural Water Management, Elsevier, vol. 295(C).
Corrections
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:eee:agiwat:v:310:y:2025:i:c:s0378377425000903. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agwat .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.