377
Views
43
CrossRef citations to date
0
Altmetric
Original Articles

Characterizing Lodging Damage in Wheat and Canola Using Radarsat-2 Polarimetric SAR Data

, , , &
Pages 667-675 | Received 29 Nov 2016, Accepted 21 Mar 2017, Published online: 05 Apr 2017

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (2)

Qian Sun, Xiaohe Gu, Liping Chen, Xiaobin Xu, Yuchun Pan, Xueqian Hu & Bo Xu. (2022) Monitoring rice lodging grade via Sentinel-2A images based on change vector analysis. International Journal of Remote Sensing 43:5, pages 1549-1576.
Read now
Minglu Tian, Songtao Ban, Tao Yuan, Yanbao Ji, Chao Ma & Linyi Li. (2021) Assessing rice lodging using UAV visible and multispectral image. International Journal of Remote Sensing 42:23, pages 8840-8857.
Read now

Articles from other publishers (41)

Rui Guo, Xiufang Zhu & Tingting Liu. (2023) Automatic detection of crop lodging from multitemporal satellite data based on the isolation forest algorithm. Computers and Electronics in Agriculture 215, pages 108415.
Crossref
Xuzhou Qu, Jingping Zhou, Xiaohe Gu, Yancang Wang, Qian Sun & Yuchun Pan. (2023) Monitoring maize lodging severity based on multi-temporal Sentinel-1 images using Time-weighted Dynamic time Warping. Computers and Electronics in Agriculture 215, pages 108365.
Crossref
Yukun Yang, Chuqi Liang, Lian Hu, Xiwen Luo, Jie He, Pei Wang, Peikui Huang, Ruitao Gao & Jiehao Li. (2023) A Proposal for Lodging Judgment of Rice Based on Binocular Camera. Agronomy 13:11, pages 2852.
Crossref
Ehsan Rabieyan, Reza Darvishzadeh & Hadi Alipour. (2023) Identification and estimation of lodging in bread wheat genotypes using machine learning predictive algorithms. Plant Methods 19:1.
Crossref
Lingli Zhao, Shuang Wang, Yubin Xu, Weidong Sun, Lei Shi, Jie Yang & Jadunandan Dash. (2023) Evaluating the Capability of Sentinel-1 Data in the Classification of Canola and Wheat at Different Growth Stages and in Different Years. Remote Sensing 15:11, pages 2731.
Crossref
Yanjun Li, Gang Qiao, Sergey Popov, Xiangbin Cui, Igor V. Florinsky, Xiaohan Yuan & Lijuan Wang. (2023) Unmanned Aerial Vehicle Remote Sensing for Antarctic Research: A review of progress, current applications, and future use cases. IEEE Geoscience and Remote Sensing Magazine 11:1, pages 73-93.
Crossref
Xianda Huang, Fu Xuan, Yi Dong, Wei Su, Xinsheng Wang, Jianxi Huang, Xuecao Li, Yelu Zeng, Shuangxi Miao & Jiayu Li. (2023) Identifying Corn Lodging in the Mature Period Using Chinese GF-1 PMS Images. Remote Sensing 15:4, pages 894.
Crossref
Xuemei Dai, Shuisen Chen, Kai Jia, Hao Jiang, Yishan Sun, Dan Li, Qiong Zheng & Jianxi Huang. (2022) A Decision-Tree Approach to Identifying Paddy Rice Lodging with Multiple Pieces of Polarization Information Derived from Sentinel-1. Remote Sensing 15:1, pages 240.
Crossref
Haiyu Tao, Shan Xu, Yongchao Tian, Zhaofeng Li, Yan Ge, Jiaoping Zhang, Yu Wang, Guodong Zhou, Xiong Deng, Ze Zhang, Yanfeng Ding, Dong Jiang, Qinghua Guo & Shichao Jin. (2022) Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives. Plant Communications 3:6, pages 100344.
Crossref
Claudiu-Valeriu Angearu, Irina Ontel, Anisoara Irimescu, Burcea Sorin & Emma Dodd. (2022) Remote sensing methods for detecting and mapping hailstorm damage: a case study from the 20 July 2020 hailstorm, Baragan Plain, Romania. Natural Hazards 114:2, pages 2013-2040.
Crossref
Haixiang Guan, Jianxi Huang, Xuecao Li, Yelu Zeng, Wei Su, Yuyang Ma, Jinwei Dong, Quandi Niu & Wei Wang. (2022) An improved approach to estimating crop lodging percentage with Sentinel-2 imagery using machine learning. International Journal of Applied Earth Observation and Geoinformation 113, pages 102992.
Crossref
Wei Wu, Farooq Shah & Bao–Luo Ma. (2022) Understanding of crop lodging and agronomic strategies to improve the resilience of rapeseed production to climate change. Crop and Environment 1:2, pages 133-144.
Crossref
Liang Han, Guijun Yang, Xiaodong Yang, Xiaoyu Song, Bo Xu, Zhenhai Li, Jintao Wu, Hao Yang & Jianwei Wu. (2022) An explainable XGBoost model improved by SMOTE-ENN technique for maize lodging detection based on multi-source unmanned aerial vehicle images. Computers and Electronics in Agriculture 194, pages 106804.
Crossref
Yuanyuan Chen, Li Sun, Zhiyuan Pei, Juanying Sun, He Li, Weijie Jiao & Jiong You. (2022) A Simple and Robust Spectral Index for Identifying Lodged Maize Using Gaofen1 Satellite Data. Sensors 22:3, pages 989.
Crossref
Haixiang Guan, Jianxi Huang, Li Li, Xuecao Li, Yuyang Ma, Quandi Niu & Hai Huang. (2022) A Novel Approach to Estimate Maize Lodging Area With PolSAR Data. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-17.
Crossref
Liupeng Lin, Jie Li, Huanfeng Shen, Lingli Zhao, Qiangqiang Yuan & Xinghua Li. (2022) Low-Resolution Fully Polarimetric SAR and High-Resolution Single-Polarization SAR Image Fusion Network. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-17.
Crossref
Liupeng Lin, Huanfeng Shen, Jie Li & Qiangqiang Yuan. (2022) FDFNet: A Fusion Network for Generating High-Resolution Fully PolSAR Images. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Xuzhou Qu, Dong Shi, Xiaohe Gu, Qian Sun, Xueqian Hu, Xin Yang & Yuchun Pan. (2022) Monitoring Lodging Extents of Maize Crop Using Multitemporal GF-1 Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 3800-3814.
Crossref
Zhao Zhang, Cannayen Igathinathane, Paulo Flores, Jithin Mathew, Joel Ransom, Yiannis Ampatzidis & Anup Kumar Das. 2022. Unmanned Aerial Systems in Precision Agriculture. Unmanned Aerial Systems in Precision Agriculture 73 85 .
Zhao Zhang, Cannayen Igathinathane, Paulo Flores, Yiannis Ampatzidis, Hu Liu, Jithin Mathew & Anup Kumar Das. 2022. Unmanned Aerial Systems in Precision Agriculture. Unmanned Aerial Systems in Precision Agriculture 59 72 .
Abhishek Chakraborty, P. Srikanth, C. S. Murthy, P. V. N. Rao & Santanu Chowdhury. (2021) Assessing lodging damage of jute crop due to super cyclone Amphan using multi-temporal Sentinel-1 and Sentinel-2 data over parts of West Bengal, India. Environmental Monitoring and Assessment 193:8.
Crossref
Samuele De Petris, Filippo Sarvia, Michele Gullino, Eufemia Tarantino & Enrico Borgogno-Mondino. (2021) Sentinel-1 Polarimetry to Map Apple Orchard Damage after a Storm. Remote Sensing 13:5, pages 1030.
Crossref
Xiuliang Jin, Pablo J. Zarco-Tejada, Urs Schmidhalter, Matthew P. Reynolds, Malcolm J. Hawkesford, Rajeev K. Varshney, Tao Yang, Chengwei Nie, Zhenhai Li, Bo Ming, Yonggui Xiao, Yongdun Xie & Shaokun Li. (2021) High-Throughput Estimation of Crop Traits: A Review of Ground and Aerial Phenotyping Platforms. IEEE Geoscience and Remote Sensing Magazine 9:1, pages 200-231.
Crossref
Dwarika Bhattarai, Sandeep Kumar & Thandiwe Nleya. (2021) Nitrogen and sulfur fertilizers effects on growth and yield of Brassica carinata in South Dakota . Agronomy Journal 113:2, pages 1945-1960.
Crossref
Xiaohan Li, Xuezhang Li, Wen Liu, Benhui Wei & Xianli Xu. (2021) A UAV-based framework for crop lodging assessment. European Journal of Agronomy 123, pages 126201.
Crossref
Jinning Wang, Kun Li, Yun Shao, Fengli Zhang, Zhiyong Wang, Xianyu Guo, Yi Qin & Xiangchen Liu. (2020) Analysis of Combining SAR and Optical Optimal Parameters to Classify Typhoon-Invasion Lodged Rice: A Case Study Using the Random Forest Method. Sensors 20:24, pages 7346.
Crossref
Olaniyi A. Ajadi, Heming Liao, Jason Jaacks, Alfredo Delos Santos, Siva P. Kumpatla, Rinkal Patel & Anu Swatantran. (2020) Landscape-Scale Crop Lodging Assessment across Iowa and Illinois Using Synthetic Aperture Radar (SAR) Images. Remote Sensing 12:23, pages 3885.
Crossref
Jinning Wang, Kun Li, Yun Shao & Zhiyong Wang. (2020) Monitoring of rice lodging using Sentinel-1 data. Journal of Physics: Conference Series 1651:1, pages 012080.
Crossref
L. Karthikeyan, Ila Chawla & Ashok K. Mishra. (2020) A review of remote sensing applications in agriculture for food security: Crop growth and yield, irrigation, and crop losses. Journal of Hydrology 586, pages 124905.
Crossref
Sugandh Chauhan, Roshanak Darvishzadeh, Yi Lu, Mirco Boschetti & Andrew Nelson. (2020) Understanding wheat lodging using multi-temporal Sentinel-1 and Sentinel-2 data. Remote Sensing of Environment 243, pages 111804.
Crossref
Sugandh Chauhan, Roshanak Darvishzadeh, Mirco Boschetti & Andrew Nelson. (2020) Discriminant analysis for lodging severity classification in wheat using RADARSAT-2 and Sentinel-1 data. ISPRS Journal of Photogrammetry and Remote Sensing 164, pages 138-151.
Crossref
Jordan R. Bell, Esayas Gebremichael, Andrew L. Molthan, Lori A. Schultz, Franz J. Meyer, Christopher R. Hain, Suravi Shrestha & K. Cole Payne. (2020) Complementing Optical Remote Sensing with Synthetic Aperture Radar Observations of Hail Damage Swaths to Agricultural Crops in the Central United States. Journal of Applied Meteorology and Climatology 59:4, pages 665-685.
Crossref
Huanfeng Shen, Liupeng Lin, Jie Li, Qiangqiang Yuan & Lingli Zhao. (2020) A residual convolutional neural network for polarimetric SAR image super-resolution. ISPRS Journal of Photogrammetry and Remote Sensing 161, pages 90-108.
Crossref
Ming-Der Yang, Hsin-Hung Tseng, Yu-Chun Hsu & Hui Ping Tsai. (2020) Semantic Segmentation Using Deep Learning with Vegetation Indices for Rice Lodging Identification in Multi-date UAV Visible Images. Remote Sensing 12:4, pages 633.
Crossref
Longfei Zhou, Shu Cheng, Qian Sun, Xiaohe Gu, Guijun Yang, Meiyan Shu & Haikuan Feng. (2020) Remote sensing of regional-scale maize lodging using multitemporal GF-1 images. Journal of Applied Remote Sensing 14:01, pages 1.
Crossref
Sugandh Chauhan, Roshanak Darvishzadeh, Mirco Boschetti & Andrew Nelson. (2020) Estimation of crop angle of inclination for lodged wheat using multi-sensor SAR data. Remote Sensing of Environment 236, pages 111488.
Crossref
Meiyan Shu, Longfei Zhou, Xiaohe Gu, Yuntao Ma, Qian Sun, Guijun Yang & Chengquan Zhou. (2020) Monitoring of maize lodging using multi-temporal Sentinel-1 SAR data. Advances in Space Research 65:1, pages 470-480.
Crossref
Hongzhong Li, Yu Han & Jinsong Chen. (2019) Capability of multidate RADARSAT-2 data to identify sugarcane lodging. Journal of Applied Remote Sensing 13:04, pages 1.
Crossref
Sugandh Chauhan, Roshanak Darvishzadeh, Mirco Boschetti, Monica Pepe & Andrew Nelson. (2019) Remote sensing-based crop lodging assessment: Current status and perspectives. ISPRS Journal of Photogrammetry and Remote Sensing 151, pages 124-140.
Crossref
Dong Han, Hao Yang, Guijun Yang & Chunxia Qiu. (2017) Monitoring model of corn lodging based on Sentinel-1 radar image. Monitoring model of corn lodging based on Sentinel-1 radar image.
Lingli Zhao, Jie Yang, Pingxiang Li, Jinqi Zhao, Lei Shi & Zhaoxiang Yuan. (2017) Detection of the lodged area of wheat by the use of radarsat-2 polarimetric sar imagery. Detection of the lodged area of wheat by the use of radarsat-2 polarimetric sar imagery.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.