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Publication search results
found 259 matches
- 2024
- Muhammad Ashfaq, Imran Khan, Abdulrahman Alzahrani, Muhammad Usman Tariq, Humera Khan, Anwar Ghani:
Accurate Wheat Yield Prediction Using Machine Learning and Climate-NDVI Data Fusion. IEEE Access 12: 40947-40961 (2024) - Dong Han, Pengxin Wang, Kevin Tansey, Yue Zhang, Hongmei Li:
A graph-based deep learning framework for field scale wheat yield estimation. Int. J. Appl. Earth Obs. Geoinformation 129: 103834 (2024) - Huizi Bai, Dengpan Xiao, Jianzhao Tang, De Li Liu:
Evaluation of wheat yield in North China Plain under extreme climate by coupling crop model with machine learning. Comput. Electron. Agric. 217: 108651 (2024) - Shuaipeng Fei, Shunfu Xiao, Jinyu Zhu, Yonggui Xiao, Yuntao Ma:
Dual sampling linear regression ensemble to predict wheat yield across growing seasons with hyperspectral sensing. Comput. Electron. Agric. 216: 108514 (2024) - Fengwei Guo, Pengxin Wang, Kevin Tansey, Yue Zhang, Mingqi Li, Junming Liu, Shuyu Zhang:
A novel transformer-based neural network under model interpretability for improving wheat yield estimation using remotely sensed multi-variables. Comput. Electron. Agric. 223: 109111 (2024) - Bohan Mao, Qian Cheng, Li Chen, Fuyi Duan, Xiaoxiao Sun, Yafeng Li, Zongpeng Li, Weiguang Zhai, Fan Ding, Hao Li, Zhen Chen:
Multi-random ensemble on Partial Least Squares regression to predict wheat yield and its losses across water and nitrogen stress with hyperspectral remote sensing. Comput. Electron. Agric. 222: 109046 (2024) - Dameruppula Pranaswi, Megha P. Jagtap, Gopal U. Shinde, Narendra Khatri, Stuthi Shetty, Shravya Pare:
Analyzing the synergistic impact of UAV-based technology and knapsack sprayer on weed management, yield-contributing traits, and yield in wheat (Triticum aestivum L.) for enhanced agricultural operations. Comput. Electron. Agric. 219: 108796 (2024) - Guilong Xiao, Xueyou Zhang, Quandi Niu, Xingang Li, Xuecao Li, Liheng Zhong, Jianxi Huang:
Winter wheat yield estimation at the field scale using sentinel-2 data and deep learning. Comput. Electron. Agric. 216: 108555 (2024) - Tongren Xu, Gangqiang Zhang, Fei Chen, Shi Li, Wenting Ming, Jiancheng Wang:
Enhancing water-carbon fluxes and yield predictions of winter wheat using irrigation and data assimilation techniques in a land surface model. Comput. Electron. Agric. 224: 109140 (2024) - Yogesh Bansal, David Lillis, M. Tahar Kechadi:
Correction to: A neural meta-model for predicting winter wheat crop yield. Mach. Learn. 113(5): 3353 (2024) - Yogesh Bansal, David Lillis, M. Tahar Kechadi:
A neural meta model for predicting winter wheat crop yield. Mach. Learn. 113(6): 3771-3788 (2024) - Siham Eddamiri, Fatima Zahra Bassine, Victor Ongoma, Terence Epule Epule, Abdelghani G. Chehbouni:
An automatic ensemble machine learning for wheat yield prediction in Africa. Multim. Tools Appl. 83(25): 66433-66459 (2024) - Siham Eddamiri, Fatima Zahra Bassine, Victor Ongoma, Terence Epule Epule, Abdelghani G. Chehbouni:
Correction to: An automatic ensemble machine learning for wheat yield prediction in Africa. Multim. Tools Appl. 83(25): 66461 (2024) - Marco Spencer Chiu, Jinfei Wang:
Local Field-Scale Winter Wheat Yield Prediction Using VENµS Satellite Imagery and Machine Learning Techniques. Remote. Sens. 16(17): 3132 (2024) - Dessislava Ganeva, Eugenia Roumenina, Petar Dimitrov, Alexander Gikov, Violeta Bozhanova, Rangel Dragov, Georgi Jelev, Krasimira Taneva:
Preharvest Durum Wheat Yield, Protein Content, and Protein Yield Estimation Using Unmanned Aerial Vehicle Imagery and Pléiades Satellite Data in Field Breeding Experiments. Remote. Sens. 16(3): 559 (2024) - Ilina Kamenova, Milen Chanev, Petar Dimitrov, Lachezar Filchev, Bogdan Bonchev, Liang Zhu, Qinghan Dong:
Crop Type Mapping and Winter Wheat Yield Prediction Utilizing Sentinel-2: A Case Study from Upper Thracian Lowland, Bulgaria. Remote. Sens. 16(7): 1144 (2024) - Zongpeng Li, Qian Cheng, Li Chen, Bo Zhang, Shuzhe Guo, Xinguo Zhou, Zhen Chen:
Predicting Winter Wheat Yield with Dual-Year Spectral Fusion, Bayesian Wisdom, and Cross-Environmental Validation. Remote. Sens. 16(12): 2098 (2024) - Shiji Li, Jianxi Huang, Guilong Xiao, Hai Huang, Zhigang Sun, Xuecao Li:
Improved Winter Wheat Yield Estimation by Combining Remote Sensing Data, Machine Learning, and Phenological Metrics. Remote. Sens. 16(17): 3217 (2024) - Ziwen Wang, Chuanmao Zhang, Lixin Gao, Chengzhi Fan, Xuexin Xu, Fangzhao Zhang, Yiming Zhou, Fangpeng Niu, Zhenhai Li:
Time Phase Selection and Accuracy Analysis for Predicting Winter Wheat Yield Based on Time Series Vegetation Index. Remote. Sens. 16(11): 1995 (2024) - Zhao Zhang, Yuchuan Luo, Jichong Han, Jialu Xu, Fulu Tao:
Estimating Global Wheat Yields at 4 km Resolution during 1982-2020 by a Spatiotemporal Transferable Method. Remote. Sens. 16(13): 2342 (2024) - Yanxi Zhao, Jiaoyang He, Xia Yao, Tao Cheng, Yan Zhu, Weixing Cao, Yongchao Tian:
Wheat Yield Robust Prediction in the Huang-Huai-Hai Plain by Coupling Multi-Source Data with Ensemble Model under Different Irrigation and Extreme Weather Events. Remote. Sens. 16(7): 1259 (2024) - Nisar Ali, Ahmed Mohammed, Abdul Bais, Samia Berraies, Yuefeng Ruan, Richard D. Cuthbert, Jatinder S. Sangha:
Field-Scale Precision: Predicting Grain Yield of Diverse Wheat Breeding Lines Using High-Throughput UAV Multispectral Imaging. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 11419-11433 (2024) - Enhui Cheng, Fumin Wang, Dailiang Peng, Bing Zhang, Bin Zhao, Wenjuan Zhang, Jinkang Hu, Zihang Lou, Songlin Yang, Hongchi Zhang, Yulong Lv:
A GT-LSTM Spatio-Temporal Approach for Winter Wheat Yield Prediction: From the Field Scale to County Scale. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - Shaohua Zhang, Xinghui Qi, Jianzhao Duan, Xinru Yuan, Haiyan Zhang, Wei Feng, Tian-Cai Guo, Li He:
Comparison of Attention Mechanism-Based Deep Learning and Transfer Strategies for Wheat Yield Estimation Using Multisource Temporal Drone Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-23 (2024) - Aryan Rana, Anurag Dhiman, Mohammad S. Obaidat, Pankaj Kumar, Kranti Kumar:
Evaluating Machine Learning Models for Wheat Yield Prediction in Amritsar District. CITS 2024: 1-8 - 2023
- Juncheng Ma, Binhui Liu, Lin Ji, Zhicheng Zhu, Yongfeng Wu, Weihua Jiao:
Field-scale yield prediction of winter wheat under different irrigation regimes based on dynamic fusion of multimodal UAV imagery. Int. J. Appl. Earth Obs. Geoinformation 118: 103292 (2023) - Jinbang Peng, Dongliang Wang, Wanxue Zhu, Ting Yang, Zhen Liu, Ehsan Eyshi Rezaei, Jing Li, Zhigang Sun, Xiaoping Xin:
Combination of UAV and deep learning to estimate wheat yield at ripening stage: The potential of phenotypic features. Int. J. Appl. Earth Obs. Geoinformation 124: 103494 (2023) - Xiaobin Xu, Wei He, Hongyan Zhang:
A novel habitat adaptability evaluation indicator (HAEI) for predicting yield of county-level winter wheat in China base on multisource climate data from 2001 to 2020. Int. J. Appl. Earth Obs. Geoinformation 125: 103603 (2023) - Peipei Chen, Yue Li, Xiaojun Liu, Yongchao Tian, Yan Zhu, Weixing Cao, Qiang Cao:
Improving yield prediction based on spatio-temporal deep learning approaches for winter wheat: A case study in Jiangsu Province, China. Comput. Electron. Agric. 213: 108201 (2023) - R. J. Hall, H.-L. Wei, Simon Pearson, Y. Ma, Shibo Fang, Edward Hanna:
Complex systems modelling of UK winter wheat yield. Comput. Electron. Agric. 209: 107855 (2023)
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