661
Views
64
CrossRef citations to date
0
Altmetric
Original Articles

Improvements in land use mapping for irrigated agriculture from satellite sensor data using a multi-stage maximum likelihood classification

&
Pages 4197-4206 | Received 18 Feb 2002, Accepted 17 Mar 2003, Published online: 07 Jun 2010

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

Read on this site (12)

Haydar Akcay, Samet Aksoy, Sinasi Kaya, Elif Sertel & Jadu Dash. (2023) Evaluating the potential of multi-temporal Sentinel-1 and Sentinel-2 data for regional mapping of olive trees. International Journal of Remote Sensing 44:23, pages 7338-7364.
Read now
Philip L. Chaney, Jarrett Roland, Meredith Moore & Christopher G. Burton. (2020) Water Use Monitoring for Irrigation in the United States: A Case Study in Alabama and Lessons Learned for Achieving Sustainability. The Professional Geographer 72:3, pages 433-447.
Read now
JohnA. Long, RickL. Lawrence, MarkC. Greenwood, Lucy Marshall & PerryR. Miller. (2013) Object-oriented crop classification using multitemporal ETM+ SLC-off imagery and random forest. GIScience & Remote Sensing 50:4, pages 418-436.
Read now
Christopher Conrad, RenéR. Colditz, Stefan Dech, Doris Klein & PaulL. G. Vlek. (2011) Temporal segmentation of MODIS time series for improving crop classification in Central Asian irrigation systems. International Journal of Remote Sensing 32:23, pages 8763-8778.
Read now
Liheng Zhong, Tom Hawkins, Greg Biging & Peng Gong. (2011) A phenology-based approach to map crop types in the San Joaquin Valley, California. International Journal of Remote Sensing 32:22, pages 7777-7804.
Read now
Yi-Chen Wang & Chen-Chieh Feng. (2011) Patterns and trends in land-use land-cover change research explored using self-organizing map. International Journal of Remote Sensing 32:13, pages 3765-3790.
Read now
J. Soria-Ruiz, Y. Fernandez-Ordoñez & I. H. Woodhouse. (2010) Land-cover classification using radar and optical images: a case study in Central Mexico. International Journal of Remote Sensing 31:12, pages 3291-3305.
Read now
M. K. Goel, P. Kumar, S. K. Jain & R. S. Tiwari. (2007) Operation analysis of a reservoir in GIS environment using remote sensing inputs. International Journal of Remote Sensing 28:2, pages 335-352.
Read now
M. A. Alrababah & M. N. Alhamad. (2006) Land use/cover classification of arid and semi‐arid Mediterranean landscapes using Landsat ETM. International Journal of Remote Sensing 27:13, pages 2703-2718.
Read now
I. A. El‐Magd & T. Tanton. (2005) Remote sensing and GIS for estimation of irrigation crop water demand. International Journal of Remote Sensing 26:11, pages 2359-2370.
Read now

Articles from other publishers (52)

Arkadeep Dutta, Manua Banerjee & Ratnadeep Ray. (2024) Land capability assessment of Sali watershed for agricultural suitability using a multi-criteria-based decision-making approach. Environmental Monitoring and Assessment 196:3.
Crossref
Chen Zou, Donghua Chen, Zhu Chang, Jingwei Fan, Jian Zheng, Haiping Zhao, Zuo Wang & Hu Li. (2023) Early Identification of Cotton Fields Based on Gf-6 Images in Arid and Semiarid Regions (China). Remote Sensing 15:22, pages 5326.
Crossref
Wei Liu, Baolin Li, Yecheng Yuan, Ying Li, Yuhao Jiang, Rui Li, Dechao Zhai & Jie Xu. (2023) Artificial grassland mapping using artificial grassland detection index of vegetation growth in the Three-River Headwaters region. Ecological Indicators 154, pages 110869.
Crossref
Wenjun Zuo, Jingjing Mao, Jiaqi Lu, Zhaowen Zheng, Qin Han, Runjia Xue, Yongchao Tian, Yan Zhu, Weixing Cao & Xiaohu Zhang. (2023) Mapping Irrigated Areas Based on Remotely Sensed Crop Phenology and Soil Moisture. Agronomy 13:6, pages 1556.
Crossref
Altaf Hussain, Susanne Schmidt & Marcus Nüsser. (2023) Dynamics of Mountain Urbanisation: Evidence from the Trans-Himalayan Town of Kargil, Ladakh, India. Land 12:4, pages 920.
Crossref
Qian ShiDa He, Zhengyu LiuXiaoping LiuJingqian Xue. (2023) Globe230k: A Benchmark Dense-Pixel Annotation Dataset for Global Land Cover Mapping. Journal of Remote Sensing 3.
Crossref
Jawad T. Al-Bakri, Guido D’Urso, Alfonso Calera, Eman Abdalhaq, Maha Altarawneh & Armin Margane. (2022) Remote Sensing for Agricultural Water Management in Jordan. Remote Sensing 15:1, pages 235.
Crossref
Guoming Du, Longcheng Yao & Dawei Hou. (2022) The spatio-temporal changes of cropping patterns in the black soil area of China: Lessons from Wangkui County. Frontiers in Environmental Science 10.
Crossref
LIMEI WANG, GUOWANG JIN & XIN XIONG. (2022) Improvement in Land Cover Classification Using Multitemporal Sentinel-1 and Sentinel-2 Satellite Imagery. Improvement in Land Cover Classification Using Multitemporal Sentinel-1 and Sentinel-2 Satellite Imagery.
Ana Coelho Marques, Inês Carmo Luís, Ana Rita F. Coelho, Cláudia Campos Pessoa, Diana Daccak, Manuela Simões, Ana Sofia Almeida, Paula Scotti Campos, José C. Ramalho, José Manuel N. Semedo, José Carlos Kullberg, Maria Graça Brito, Maria F. Pessoa, Fernando H. Reboredo, Paula Marques, Maria Manuela Silva, Paulo Legoinha, Karliana Oliveira, Isabel P. Pais & Fernando C. Lidon. (2022) Monitorization through NDVI of a Rice (Oryza sativa L.) Culture Production in Ribatejo Region. Monitorization through NDVI of a Rice (Oryza sativa L.) Culture Production in Ribatejo Region.
Ivan H. Y. Kwong, Frankie K. K. Wong, Tung Fung, Eric K. Y. Liu, Roger H. Lee & Terence P. T. Ng. (2021) A Multi-Stage Approach Combining Very High-Resolution Satellite Image, GIS Database and Post-Classification Modification Rules for Habitat Mapping in Hong Kong. Remote Sensing 14:1, pages 67.
Crossref
Xin Luo, Xiaohua Tong & Zhongwen Hu. (2021) An applicable and automatic method for earth surface water mapping based on multispectral images. International Journal of Applied Earth Observation and Geoinformation 103, pages 102472.
Crossref
Liang Zhai, Xianghui Gu, Yajing Feng, Dongqing Wu & Tengbo Wang. (2021) Use of Remote Sensing to Assess the Water-Saving Effect of Winter Wheat Fallow. Sustainability 13:18, pages 10192.
Crossref
Ekrem SARALIOĞLU. (2021) The effect of panchromatic band on pixel-based classification. Turkish Journal of Remote Sensing and GIS.
Crossref
Carlos García Rodríguez, Jordi Vitrià & Oscar Mora. (2020) Uncertainty-Based Human-in-the-Loop Deep Learning for Land Cover Segmentation. Remote Sensing 12:22, pages 3836.
Crossref
Dujuan Zhang, Yaozhong Pan, Jinshui Zhang, Tangao Hu, Jianhua Zhao, Nan Li & Qiong Chen. (2020) A generalized approach based on convolutional neural networks for large area cropland mapping at very high resolution. Remote Sensing of Environment 247, pages 111912.
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
Mangesh M. Deshpande, Anil Kumar & T. P. Singh. (2020) Integration of C band SAR and optical temporal data for identification of paddy fields. SN Applied Sciences 2:5.
Crossref
Hengbiao Zheng, Xiang Zhou, Jiaoyang He, Xia Yao, Tao Cheng, Yan Zhu, Weixing Cao & Yongchao Tian. (2020) Early season detection of rice plants using RGB, NIR-G-B and multispectral images from unmanned aerial vehicle (UAV). Computers and Electronics in Agriculture 169, pages 105223.
Crossref
S. B. Ganesh Kumar, B. R. Ramesh & H. J. Surendra. Feasibility study for optimal cropping pattern for available water in the distributary of an irrigation system. Feasibility study for optimal cropping pattern for available water in the distributary of an irrigation system.
. 2020. Advanced Remote Sensing. Advanced Remote Sensing 871 914 .
Michelle V. Japitana, Alexander T. Demetillo, Marlowe Edgar C. Burce & Evelyn B. Taboada. (2019) Catchment characterization to support water monitoring and management decisions using remote sensing. Sustainable Environment Research 29:1.
Crossref
Junwen Yang, Jinshui Zhang, Shuang Zhu, Qing Xu, Feng Zhang, Zhijiang Yang & Zheng Dong. (2019) Cropland Mapping in Fragmented Agricultural Landscape Using Modified Pyramid Scene Parsing Network. Cropland Mapping in Fragmented Agricultural Landscape Using Modified Pyramid Scene Parsing Network.
Kunlun Xiang, Minna Ma, Wei Liu, Jie Dong, Xiufang Zhu & Wenping Yuan. (2019) Mapping Irrigated Areas of Northeast China in Comparison to Natural Vegetation. Remote Sensing 11:7, pages 825.
Crossref
Hasi Bagan, Huilong Li, Yonghui Yang, Wataru Takeuchi & Yoshiki Yamagata. (2018) Sensitivity of the subspace method for land cover classification. The Egyptian Journal of Remote Sensing and Space Science 21:3, pages 383-389.
Crossref
Dujuan Zhang, Jinshui Zhang, Yaozhong Pan & Yaming Duan. (2018) Fully Convolutional Neural Networks for Large Scale Cropland Mapping with Historical Label Dataset. Fully Convolutional Neural Networks for Large Scale Cropland Mapping with Historical Label Dataset.
Agnès Bégué, Damien Arvor, Beatriz Bellon, Julie Betbeder, Diego de Abelleyra, Rodrigo P. D. Ferraz, Valentine Lebourgeois, Camille Lelong, Margareth Simões & Santiago R. Verón. (2018) Remote Sensing and Cropping Practices: A Review. Remote Sensing 10:2, pages 99.
Crossref
Xin Luo, Huan Xie, Xiaohua Tong & Haiyan Pan. (2017) A water extraction method based on airborne hyperspectral images in highly complex urban area. A water extraction method based on airborne hyperspectral images in highly complex urban area.
Slim Mtibaa & Mitsuteru Irie. (2016) Land cover mapping in cropland dominated area using information on vegetation phenology and multi-seasonal Landsat 8 images. Euro-Mediterranean Journal for Environmental Integration 1:1.
Crossref
Haoyuan Hong, Chong Xu, Ximing Liu & Wei Chen. (2016) Interpretation and Research On Landuse Based On Landsat 7 ETM Plus Remote Sensing Data. IOP Conference Series: Earth and Environmental Science 44, pages 032003.
Crossref
Jawad Al-Bakri, Sari Shawash, Ali Ghanim & Rania Abdelkhaleq. (2016) Geospatial Techniques for Improved Water Management in Jordan. Water 8:4, pages 132.
Crossref
François Waldner, Guadalupe Sepulcre Canto & Pierre Defourny. (2015) Automated annual cropland mapping using knowledge-based temporal features. ISPRS Journal of Photogrammetry and Remote Sensing 110, pages 1-13.
Crossref
Fabian Löw, Christopher Conrad & Ulrich Michel. (2015) Decision fusion and non-parametric classifiers for land use mapping using multi-temporal RapidEye data. ISPRS Journal of Photogrammetry and Remote Sensing 108, pages 191-204.
Crossref
L. Bharathkumar & M.A. Mohammed-Aslam. (2015) Crop Pattern Mapping of Tumkur Taluk Using NDVI Technique: A Remote Sensing and GIS Approach. Aquatic Procedia 4, pages 1397-1404.
Crossref
Xiufang Zhu, Wenquan Zhu, Jinshui Zhang & Yaozhong Pan. (2014) Mapping Irrigated Areas in China From Remote Sensing and Statistical Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7:11, pages 4490-4504.
Crossref
Katalin Varga, Szilárd Szabó, Gergely Szabó, György Dévai & Béla Tóthmérész. (2014) Improved land cover mapping using aerial photographs and satellite images. Open Geosciences 7:1.
Crossref
W. A. Abdel Kawy & Kh. M. Darwish. (2013) Assessment of optimum land use and water requirements for agricultural purpose in some soils South Paris Oasis, Western Desert, Egypt. Arabian Journal of Geosciences 7:10, pages 4043-4058.
Crossref
S.A.M. Shamal & Keith Weatherhead. (2014) Assessing Spectral Similarities between Rainfed and Irrigated Croplands in a Humid Environment for Irrigated Land Mapping. Outlook on Agriculture 43:2, pages 109-114.
Crossref
Zhuoting Wu, Prasad S. Thenkabail & James P. Verdin. (2014) Automated Cropland Classification Algorithm (ACCA) for California Using Multi-sensor Remote Sensing. Photogrammetric Engineering & Remote Sensing 80:1, pages 81-90.
Crossref
Wenbo Li, Zhiqiang Du, Feng Ling, Dongbo Zhou, Hailei Wang, Yuanmiao Gui, Bingyu Sun & Xiaoming Zhang. (2013) A Comparison of Land Surface Water Mapping Using the Normalized Difference Water Index from TM, ETM+ and ALI. Remote Sensing 5:11, pages 5530-5549.
Crossref
W. A. Abdel Kawy & Islam H. Abou El-Magd. (2012) Assessing crop water requirements on the bases of land suitability of the soils South El Farafra Oasis, Western Desert, Egypt. Arabian Journal of Geosciences 6:7, pages 2313-2328.
Crossref
Prasad S. Thenkabail & Zhuoting Wu. (2012) An Automated Cropland Classification Algorithm (ACCA) for Tajikistan by Combining Landsat, MODIS, and Secondary Data. Remote Sensing 4:10, pages 2890-2918.
Crossref
Liheng Zhong, Peng Gong & Greg S. Biging. (2012) Phenology-based Crop Classification Algorithm and its Implications on Agricultural Water Use Assessments in California’s Central Valley. Photogrammetric Engineering & Remote Sensing 78:8, pages 799-813.
Crossref
G. Theenadhayalan, T. Kanmani & R. Baskaran. (2012) Geomorphology of the Tamil Nadu Coastal Zone in India: Applications of Geospatial Technology. Journal of Coastal Research 279, pages 149-160.
Crossref
. 2012. Advanced Remote Sensing. Advanced Remote Sensing 703 772 .
Mutlu Ozdogan, Yang Yang, George Allez & Chelsea Cervantes. (2010) Remote Sensing of Irrigated Agriculture: Opportunities and Challenges. Remote Sensing 2:9, pages 2274-2304.
Crossref
Islam H. Abou El-Magd & ElSayed A. Hermas. (2010) Human Impact on the Coastal Landforms in the Area between Gamasa and Kitchner Drains, Northern Nile Delta, Egypt. Journal of Coastal Research 263, pages 541-548.
Crossref
WenXiu Gao, Alfred Stein, JianYa Gong, Hui Fang & Lin Sun. (2011) Comparing intellectual and graphical complexities of traditional and image-derived landuse maps. Science China Technological Sciences 53:S1, pages 205-212.
Crossref
Liheng Zhong, Tom Hawkins, Kyle Holland, Peng Gong & Gregory Biging. (2009) Satellite imagery can support water planning in the Central Valley. California Agriculture 63:4, pages 220-224.
Crossref
Thomas K. Alexandridis, George C. Zalidis & Nikolaos G. Silleos. (2008) Mapping irrigated area in Mediterranean basins using low cost satellite Earth Observation. Computers and Electronics in Agriculture 64:2, pages 93-103.
Crossref
Yuyu Zhou & Y.Q. Wang. (2008) Extraction of Impervious Surface Areas from High Spatial Resolution Imagery by Multiple Agent Segmentation and Classification. Photogrammetric Engineering & Remote Sensing 74:7, pages 857-868.
Crossref
Jiyul Chang, Matthew C. Hansen, Kyle Pittman, Mark Carroll & Charlene DiMiceli. (2007) Corn and Soybean Mapping in the United States Using MODIS Time‐Series Data Sets. Agronomy Journal 99:6, pages 1654-1664.
Crossref

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.