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International Journal of Remote Sensing Volume 33, 2012 - Issue 13
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Original Articles

Mapping and monitoring riparian vegetation distribution, structure and composition with regression tree models and post-classification change metrics

Miguel Luis Villarreal School of Geography and Development, University of Arizona, Tucson, AZ, 85721, USACorrespondence[email protected]
,
Willem J. D. Van Leeuwen School of Geography and Development, University of Arizona, Tucson, AZ, 85721, USA; School of Natural Resources and the Environment, University of Arizona, Tucson, AZ, 85721, USA
&
Jose Raul Romo-Leon School of Natural Resources and the Environment, University of Arizona, Tucson, AZ, 85721, USA
Pages 4266-4290 | Received 29 Sep 2010, Accepted 15 Nov 2011, Published online: 22 Dec 2011

Citations (16)

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Read on this site (3)

Rolando E. Díaz-Caravantes, Jose R. Romo-Leon, Romeo Mendez-Estrella & Christopher A. Scott. (2022) Land use and land cover changes resulting from the urban El Molinito reservoir in the drying Sonoran River Basin. Urban Water Journal 19:8, pages 824-835.
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Natalie R. Wilson & Laura M. Norman. (2018) Analysis of vegetation recovery surrounding a restored wetland using the normalized difference infrared index (NDII) and normalized difference vegetation index (NDVI). International Journal of Remote Sensing 39:10, pages 3243-3274.
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Natalie R. Wilson, Laura M. Norman, Miguel Villarreal, Leila Gass, Ron Tiller & Andrew Salywon. (2016) Comparison of remote sensing indices for monitoring of desert cienegas. Arid Land Research and Management 30:4, pages 460-478.
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Articles from other publishers (13)

Paul C. Selmants, Caelan R. Conrad, Tamara S. Wilson & Miguel L. Villarreal. (2023) Resilience of riparian vegetation productivity to early 21st century drought in northern California, USA . Ecosphere 14:8.
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Nuosha Zhang & Kirstie Fryirs. (2023) Trends in post‐1950 riparian vegetation recovery in coastal catchments of NSW Australia: Implications for remote sensing analysis, forecasting and river management. Earth Surface Processes and Landforms.
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Lara Cornejo-Denman, Jose Raul Romo-Leon, Kyle Hartfield, Willem J. D. van Leeuwen, Guillermo E. Ponce-Campos & Alejandro Castellanos-Villegas. (2020) Landscape Dynamics in an Iconic Watershed of Northwestern Mexico: Vegetation Condition Insights Using Landsat and PlanetScope Data. Remote Sensing 12:16, pages 2519.
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Hamid Dashti, Andrew Poley, Nancy F. Glenn, Nayani Ilangakoon, Lucas Spaete, Dar Roberts, Josh Enterkine, Alejandro N. Flores, Susan L. Ustin & Jessica J. Mitchell. (2019) Regional Scale Dryland Vegetation Classification with an Integrated Lidar-Hyperspectral Approach. Remote Sensing 11:18, pages 2141.
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Uyen Nguyen, Edward P. Glenn, Thanh Duc Dang & Lien T.H. Pham. (2019) Mapping vegetation types in semi-arid riparian regions using random forest and object-based image approach: A case study of the Colorado River Ecosystem, Grand Canyon, Arizona. Ecological Informatics 50, pages 43-50.
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Lara Cornejo-Denman, Jose Romo-Leon, Alejandro Castellanos, Rolando Diaz-Caravantes, Jose Moreno-Vázquez & Romeo Mendez-Estrella. (2018) Assessing Riparian Vegetation Condition and Function in Disturbed Sites of the Arid Northwestern Mexico. Land 7:1, pages 13.
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Roy Petrakis, Willem van Leeuwen, Miguel L. Villarreal, Paul Tashjian, Regina Dello Russo & Christopher Scott. (2017) Historical Analysis of Riparian Vegetation Change in Response to Shifting Management Objectives on the Middle Rio Grande. Land 6:2, pages 29.
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Romeo Mendez-Estrella, Jose Romo-Leon, Alejandro Castellanos, Fabiola Gandarilla-Aizpuro & Kyle Hartfield. (2016) Analyzing Landscape Trends on Agriculture, Introduced Exotic Grasslands and Riparian Ecosystems in Arid Regions of Mexico. Remote Sensing 8:8, pages 664.
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Jose Raul Romo-Leon, Willem J. D. van Leeuwen & Alejandro Castellanos-Villegas. (2015) Land Use and Environmental Variability Impacts on the Phenology of Arid Agro-Ecosystems. Environmental Management 57:2, pages 283-297.
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Laura Norman, Miguel Villarreal, H. Ronald Pulliam, Robert Minckley, Leila Gass, Cindy Tolle & Michelle Coe. (2014) Remote sensing analysis of riparian vegetation response to desert marsh restoration in the Mexican Highlands. Ecological Engineering 70, pages 241-254.
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Jose Raul Romo-Leon, Willem J.D. van Leeuwen & Alejandro Castellanos-Villegas. (2014) Using remote sensing tools to assess land use transitions in unsustainable arid agro-ecosystems. Journal of Arid Environments 106, pages 27-35.
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Miguel L. Villarreal, Charles van RiperIIIIII & Roy E. Petrakis. (2014) Conflation and aggregation of spatial data improve predictive models for species with limited habitats: A case of the threatened yellow-billed cuckoo in Arizona, USA. Applied Geography 47, pages 57-69.
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Cynthia S. A. Wallace, Miguel L. Villarreal & Charles van Riper III. (2013) Influence of monsoon-related riparian phenology on yellow-billed cuckoo habitat selection in Arizona. Journal of Biogeography 40:11, pages 2094-2107.
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