Using neural networks and GIS to forecast land use changes
A Land Transformation Model
Datos Bibliográficos
| ID | 23336445 |
|---|---|
| Autores | Bryan C Pijanowski (0000-0002-7089-1959, Michigan State University, autor de correspondencia), David G Brown (0000-0001-6023-5950, University of Michigan), Daniel G Brown, Bradley A Shellito (Michigan State University), Gaurav Manik (0000-0003-2501-1737, Michigan State University), Gaurav A Manik |
| Año | 2002 |
| Volumen | 26 |
| Número | 6 |
| Páginas | 553-575 |
| Fecha de publicación | 2002-11-01 |
| Peer Reviewed | Sí |
| Open Access | Sí |
| Tipo | ARTICLE |
| Revista | Computers Environment and Urban Systems (JOURNAL) |
| Identificadores de la revista | ISSN: 0198-9715 • E-ISSN: 1873-7587 |
| Editorial | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/s0198-9715(01)00015-1 |
| OpenAlex | W2135822449 |
| Idioma | EN |
| Citas recibidas | 69 |
| Referencias citadas | 28 |
Cartography · Categorical variable · Environmental resource management · Geographic information system · Geography · Land use · Land use, land-use change and forestry · Machine learning · Metric (unit) · Scale (ratio) · Urbanization · Variable (mathematics) · Watershed · Computer Science · Ecology · Environmental Science · Housing Market and Economics · Land Use and Ecosystem Services · Mathematics · Remote Sensing in Agriculture
Revealing the Driving Forces of Mid-Cities Urban Growth Patterns Using Spatial Modeling
Using Neural Nets to Model the Spatial Distribution of Seasonal Homes
Underlying driving forces of forest cover changes due to the implementation of preservation policies in Iranian northern Zagros forests
Land Capability Assessment for Regional Planning using AHP and GIS at Shandiz Urban Region, Northeast Iran
Modelación del cambio de uso del suelo en la Zona Costera
Spatial constraints in cellular automata-based urban growth models
Exploring the relationship between urbanization and the eco-environment—A case study of Beijing–Tianjin–Hebei region
Modeling urban land use change by the integration of cellular automaton and Markov model
Comparing the input, output, and validation maps for several models of land change
Determinants of Land-Use Change Patterns in the Netherlands
Urban Ecological Security Simulation and Prediction Using an Improved Cellular Automata (CA) Approach—A Case Study for the City of Wuhan in China
Spatiotemporal Lucc Simulation under Different RCP Scenarios Based on the BPNN_CA_Markov Model
Spatiotemporal pattern of forest degradation and loss of ecosystem function associated with Rohingya influx
Detection and prediction of land use changes and population dynamics in the Gorganrud River basin, Iran
Understanding land use evolution for vacant residential and vacant commercial parcels in Miami, Florida
Integrating a Forward Feature Selection algorithm, Random Forest, and Cellular Automata to extrapolate urban growth in the Tehran-Karaj Region of Iran
Advancing scenario planning through integrating urban growth prediction with future flood risk models
High-resolution urban change modeling and flood exposure estimation at a national scale using open geospatial data
HashGAT-VCA
Forecasting urban expansion of Vadodara City, Gujarat (India)
More bark than bytes? Reflections on 21+ years of geocomputation
Forecasting the urbanization dynamics in the Seoul metropolitan area using a long short-term memory–based model
Assessment of sustainable urban development based on a hybrid decision-making approach
Long Short-Term Memory and Attention Models for Simulating Urban Densification
Development and application of municipal residential buildings facilities management model
Attribution analysis of urban social resilience differences under rainstorm disaster impact
Analysis on residential density dynamics in USA-a case study in southeast Wisconsin
Prioritizing ecosystem services in rapidly urbanizing river basins
Opportunities to improve impact, integration, and evaluation of land change models
A multi-level spatial urban pressure analysis of the Giza pyramid plateau in Egypt
It is possible to conciliate policy-driven forestry expansion and “malezales” wetlands conservation in Argentina
Predicting future plantation forest development in response to policy initiatives
Luci Land Use in Central Indiana Model and the Relationships of Public Infrastructure to Urban Development
Changing global patterns of urban exposure to flood and drought hazards
Spatio-temporal change of urban–rural equalized development patterns in China and its driving factors
Monitoring land use changes and its future prospects using cellular automata simulation and artificial neural network for Ahmedabad city, India
Fine-grained urban land use simulation
Forecasting Urban Expansion in the Seven Lakes Area in San Pablo City, Laguna, the Philippines Using the Land Transformation Model
City Compactness
Integrating diverse methods to understand climate–land interactions in East Africa
Exploring machine learning techniques to predict deforestation to enhance the decision‐making of road construction projects
Urbanization dynamics of Tehran city (1975–2015) using artificial neural networks
Spatial analysis and predictive modeling of energy poverty
Can empirically based model results be fed into mathematical models? MCE for neural network and logistic regression in tourism landscape planning
Urban sprawl on natural lands
Spatiotemporal modeling of urban land cover changes and carbon storage ecosystem services
Modelling urban growth for long-term planning under future climate uncertainty
Agricultural land conversion
Projecting cropping patterns around Poyang lake and prioritizing areas for policy intervention to promote rice
Reconstruction of contested landscape
Performance evaluation of multiple methods for landscape aesthetic suitability mapping
Predicting future urban growth scenarios and potential urban flood exposure using Artificial Neural Network-Markov Chain model in Miami Metropolitan Area
My land is my food
Effects of preservation policy on land use changes in Iranian Northern Zagros forests
The intensity change of urban development land
Spatial pattern evolution of rural settlements from 1961 to 2030 in Tongzhou District, China
Modeling residential development in California from 2000 to 2050
Modeling urban evolution using neural networks, fuzzy logic and GIS
Simulating urban growth in Mashad City, Iran through the SLEUTH model (UGM)
Modeling urban land-use changes using a landscape-driven patch-based cellular automaton (LP-CA)
Simulating Seoul's greenbelt policy with a machine learning-based land-use change model
Predicting multiple land use transitions under rapid urbanization and implications for land management and urban planning
Modeling the dynamics of urban and ecological binary space for regional coordination
Environmental effects of land-use/cover change caused by urbanization and policies in Southwest China Karst area – A case study of Guiyang
Comparative study of construction land development suitability assessment
Refining landscape change models through outlier analysis in the Muskegon watershed of Michigan
From externality to inputs and interference
Cellular Automata Modeling of Land-Use/Land-Cover Dynamics
A Complex Network Approach to Urban Growth
A Self-Modifying Cellular Automaton Model of Historical Urbanization in the San Francisco Bay Area
The perceptron
A land use and land cover classification system for use with remote sensor data
Ecological economic modeling and valuation of ecosystems
Issues in ecosystem valuation
The Earth as Transformed by Human Action. Global and Regional Changes in the Biosphere over the Past 300 Years
Site and Situation Determinants of Land Use Change
| Obras citantes distintas | 69 |
|---|---|
| Citas por año | 3 |
| Intervalo de citas | 2003 - 2026 (24) |
| Velocidad de citación | current |
| Altamente citado | No |
| Tipos de cita | Neutras: 63 |