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International Journal of Remote Sensing Volume 27, 2006 - Issue 16
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Original Articles

Improving satellite images classification using remote and ground data integration by means of stochastic simulation

Julia Carvalho Environmental Group of the Centre for Modelling Petroleum Reservoirs, CMRP, Instituto Superior Técnico, Av. Rovisco Pais, 1049‐001 Lisbon, PortugalCorrespondence[email protected]
,
Amilcar Soares Environmental Group of the Centre for Modelling Petroleum Reservoirs, CMRP, Instituto Superior Técnico, Av. Rovisco Pais, 1049‐001 Lisbon, Portugal
&
Ana Bio Environmental Group of the Centre for Modelling Petroleum Reservoirs, CMRP, Instituto Superior Técnico, Av. Rovisco Pais, 1049‐001 Lisbon, Portugal
Pages 3375-3386 | Received 24 Nov 2004, Accepted 24 Feb 2006, Published online: 22 Feb 2007

Citations (11)

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Weixing Zhang, Weidong Li & Chuanrong Zhang. (2016) Land cover post-classifications by Markov chain geostatistical cosimulation based on pre-classifications by different conventional classifiers. International Journal of Remote Sensing 37:4, pages 926-949.
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Articles from other publishers (10)

Ling Zhu, Jing Li, Yixuan La & Tao Jia. (2021) Improving the Accuracy of Remote Sensing Land Cover Classification by GEO-ECO Zoning Coupled with Geostatistical Simulation. Applied Sciences 11:2, pages 553.
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Weixing Zhang, Weidong Li, Chuanrong Zhang & Xiaojiang Li. (2017) Incorporating Spectral Similarity Into Markov Chain Geostatistical Cosimulation for Reducing Smoothing Effect in Land Cover Postclassification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10:3, pages 1082-1095.
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Weidong Li, Chuanrong Zhang, Michael R. Willig, Dipak K. Dey, Guiling Wang & Liangzhi You. (2014) Bayesian Markov Chain Random Field Cosimulation for Improving Land Cover Classification Accuracy. Mathematical Geosciences 47:2, pages 123-148.
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Weidong Li & Chuanrong Zhang. (2011) A Markov Chain Geostatistical Framework for Land-Cover Classification With Uncertainty Assessment Based on Expert-Interpreted Pixels From Remotely Sensed Imagery. IEEE Transactions on Geoscience and Remote Sensing 49:8, pages 2983-2992.
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Rajesh B. Thapa & Yuji Murayama. 2011. Spatial Analysis and Modeling in Geographical Transformation Process. Spatial Analysis and Modeling in Geographical Transformation Process 135 151 .
Rajesh Bahadur Thapa & Yuji Murayama. (2009) Urban mapping, accuracy, & image classification: A comparison of multiple approaches in Tsukuba City, Japan. Applied Geography 29:1, pages 135-144.
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Herlander Mata-Lima. (2008) Reservoir characterization with iterative direct sequential co-simulation: Integrating fluid dynamic data into stochastic model. Journal of Petroleum Science and Engineering 62:3-4, pages 59-72.
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G.M. Foody. (2008) GIS: biodiversity applications. Progress in Physical Geography: Earth and Environment 32:2, pages 223-235.
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A. Horta, J. Carvalho & A. Soares. 2008. geoENV VI – Geostatistics for Environmental Applications. geoENV VI – Geostatistics for Environmental Applications 385 396 .
Carla Nunes & Amilcar Soares. (2007) Stochastic environmental research risk assessment. Ecological Modelling 201:2, pages 118-126.
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