Predicting the Trend of Land Use Changes Using Artificial Neural Network and Markov Chain Model (Case Study: Kermanshah City)

Behzad Saeedi Razavi

doi:10.19026/rjees.6.5763

Predicting the Trend of Land Use Changes Using Artificial Neural Network and Markov Chain Model (Case Study: Kermanshah City)

Research Journal of Environmental and Earth Sciences ◽

10.19026/rjees.6.5763 ◽

2014 ◽

Vol 6 (4) ◽

pp. 215-226 ◽

Cited By ~ 15

Author(s):

Behzad Saeedi Razavi

Keyword(s):

Neural Network ◽

Land Use ◽

Artificial Neural Network ◽

Markov Chain ◽

Markov Chain Model ◽

Land Use Changes ◽

Chain Model ◽

Model Case ◽

Artificial Neural

Download Full-text

Very short-term wind speed prediction: A new artificial neural network–Markov chain model

Energy Conversion and Management ◽

10.1016/j.enconman.2010.07.053 ◽

2011 ◽

Vol 52 (1) ◽

pp. 738-745 ◽

Cited By ~ 121

Author(s):

S.A. Pourmousavi Kani ◽

M.M. Ardehali

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Markov Chain ◽

Wind Speed ◽

Markov Chain Model ◽

Chain Model ◽

Short Term ◽

Wind Speed Prediction ◽

Speed Prediction ◽

Artificial Neural

Download Full-text

An artificial neural network enhanced Semantic Variable Length Markov Chain Model (ANNSVLMC) for web navigation session mining

2016 International Conference on Communication and Electronics Systems (ICCES) ◽

10.1109/cesys.2016.7889829 ◽

2016 ◽

Author(s):

R. Rooba ◽

V. ValliMayil

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Markov Chain ◽

Markov Chain Model ◽

Variable Length ◽

Chain Model ◽

Web Navigation ◽

Semantic Variable ◽

Artificial Neural

Download Full-text

Land Use Land Cover Change Modeling by Integrating Artificial-Neural-Network with Cellular Automata-Markov Chain Model in Gidabo River Basin, Main Ethiopian Rift

Environmental Challenges ◽

10.1016/j.envc.2021.100419 ◽

2021 ◽

pp. 100419

Author(s):

Rediet Girma ◽

Christine Fürst ◽

Awdenegest Moges

Keyword(s):

Neural Network ◽

Land Use ◽

Artificial Neural Network ◽

Markov Chain ◽

Cellular Automata ◽

Markov Chain Model ◽

Ethiopian Rift ◽

Chain Model ◽

Land Use Land Cover ◽

Main Ethiopian Rift

Download Full-text

Monitoring land use changes and its future prospects using cellular automata simulation and artificial neural network for Ahmedabad city, India

GeoJournal ◽

10.1007/s10708-020-10274-5 ◽

2020 ◽

Cited By ~ 1

Author(s):

Saleem Ahmad Yatoo ◽

Paulami Sahu ◽

Manik H. Kalubarme ◽

Bhagirath B. Kansara

Keyword(s):

Neural Network ◽

Land Use ◽

Artificial Neural Network ◽

Cellular Automata ◽

Land Use Changes ◽

Future Prospects ◽

Artificial Neural

Download Full-text

Monitoring and modeling of spatio-temporal urban expansion and land-use/land-cover change using markov chain model: a case study in Siliguri Metropolitan area, West Bengal, India

Modeling Earth Systems and Environment ◽

10.1007/s40808-020-00842-6 ◽

2020 ◽

Vol 6 (4) ◽

pp. 2235-2249 ◽

Cited By ~ 2

Author(s):

Arghadeep Bose ◽

Indrajit Roy Chowdhury

Keyword(s):

Land Use ◽

Markov Chain ◽

Metropolitan Area ◽

West Bengal ◽

Markov Chain Model ◽

Urban Expansion ◽

Chain Model ◽

Land Use Land Cover ◽

Spatio Temporal

Download Full-text

Spatiotemporal monitoring and prediction of land use/land cover changes using CA-Markov chain model: a case study in Orkhon Province, Mongolia

Remote Sensing Technologies and Applications in Urban Environments V ◽

10.1117/12.2574032 ◽

2020 ◽

Author(s):

Battsengel Vandansambuu ◽

Tsolmon Davaa ◽

Byambakhuu Gantumur ◽

Myagmartseren Purevtseren ◽

Otgonbayar Lkhagva ◽

...

Keyword(s):

Land Use ◽

Markov Chain ◽

Land Cover ◽

Markov Chain Model ◽

Land Cover Changes ◽

Chain Model ◽

Land Use Land Cover

Download Full-text

Extracting Land Use/Cover of Mountainous Area from Remote Sensing Images Using Artificial Neural Network and Decision Tree Classifications: A Case Study of Meizhou, China

2010 International Symposium on Intelligence Information Processing and Trusted Computing ◽

10.1109/iptc.2010.127 ◽

2010 ◽

Cited By ~ 1

Author(s):

Yong-zhu Xiong ◽

Run Wang ◽

Zhi Li

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Land Use ◽

Artificial Neural Network ◽

Decision Tree ◽

Mountainous Area ◽

Remote Sensing Images ◽

Artificial Neural

Download Full-text

Modeling Historical Land Use Changes at a Regional Scale: Applying Quantity and Locational Error Metrics to Assess Performance of an Artificial Neural Network Based Back-Cast Model

Journal of Environmental Informatics ◽

10.3808/jei.201600349 ◽

2016 ◽

Cited By ~ 1

Author(s):

A. Tayyebi ◽

◽

A. H. Tayyebi ◽

B. K. Pekin ◽

H. Omrani ◽

...

Keyword(s):

Neural Network ◽

Land Use ◽

Artificial Neural Network ◽

Land Use Changes ◽

Regional Scale ◽

Error Metrics ◽

Cast Model ◽

Historical Land Use ◽

Artificial Neural ◽

Locational Error

Download Full-text

Monitoring and modeling land use/cover changes in Arasbaran protected Area using and integrated Markov chain and artificial neural network

Modeling Earth Systems and Environment ◽

10.1007/s40808-020-00801-1 ◽

2020 ◽

Vol 6 (3) ◽

pp. 1901-1911 ◽

Cited By ~ 1

Author(s):

Elham Shahi ◽

Saeed Karimi ◽

Hamid Reza Jafari

Keyword(s):

Neural Network ◽

Land Use ◽

Artificial Neural Network ◽

Markov Chain ◽

Protected Area ◽

Artificial Neural

Download Full-text

Forecasting land-use changes in Mashhad Metropolitan area using Cellular Automata and Markov chain model for 2016-2030

Sustainable Cities and Society ◽

10.1016/j.scs.2020.102548 ◽

2021 ◽

Vol 64 ◽

pp. 102548

Author(s):

Mohammad Rahim Rahnama

Keyword(s):

Land Use ◽

Markov Chain ◽

Cellular Automata ◽

Metropolitan Area ◽

Markov Chain Model ◽

Land Use Changes ◽

Chain Model

Download Full-text