Review ArticleDigital change detection methods in ecosystem monitoring: a review

No abstract is available for this paper.

• Publication year

  2004

• Venue

  International Journal of Remote Sensing

• Publication date

  2004-05-01

• Fields of study

  Computer Science, Environmental Science

• Identifiers
  DOI 10.1080/0143116031000101675
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Cover: Monitoring biomass burning in the Brazilian Amazônia

  2004cited by this paper
• Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery

  2004cited by this paper
• A comparison of methods for monitoring multitemporal vegetation change using Thematic Mapper imagery

  2002cited by this paper
• Detection of land cover changes using MODIS 250 m data

  2002cited by this paper
• A curve-theorem based approach for change detection and its application to Yellow River Delta

  2002cited by this paper
• Detection of forest harvest type using multiple dates of Landsat TM imagery

  2002cited by this paper
• First operational BRDF, albedo nadir reflectance products from MODIS

  2002cited by this paper
• Classification and Change Detection Using Landsat TM Data: When and How to Correct Atmospheric Effects?

  2001cited by this paper
• Using ADEOS/POLDER data to reduce angular variability of NOAA/AVHRR reflectances

  2001cited by this paper
• Object-level change detection in spectral imagery

  2001cited by this paper
• Land cover dependence in the detection of contaminated pixels in satellite optical data

  2001cited by this paper
• Detecting the nature of change in an urban environment : A comparison of machine learning algorithms

  2001cited by this paper
• Change detection, accuracy, and bias in a sequential analysis of Landsat imagery in the Pearl River Delta, China: econometric techniques

  2001cited by this paper
• Forest Change Detection

  2001cited by this paper
• Biospheric Primary Production During an ENSO Transition

  2001influential reference
• Monitoring land-cover changes in West Africa with SPOT Vegetation: Impact of natural disasters in 1998-1999

  2001cited by this paper
• Operational monitoring of green biomass change for forest management

  2001cited by this paper
• Comparison of change-detection techniques for monitoring tropical forest clearing and vegetation regrowth in a time series

  2001cited by this paper
• Land-cover change analysis of China using global-scale Pathfinder AVHRR Landcover (PAL) data, 1982?92

  2001cited by this paper
• Land cover changes around a major east African wildlife reserve: The Mara Ecosystem (Kenya)

  2001cited by this paper
• Global monitoring of interannual changes in vegetation activities using NDVI and its relationships to temperature and precipitation

  2001cited by this paper
• Surface Albedos and Angle-Corrected NDVI from AVHRR Observations of South America

  2000cited by this paper
• Impact of ENSO on East African ecosystems: a multivariate analysis based on climate and remote sensing data

  2000cited by this paper
• An adaptive parcel-based technique for unsupervised change detection

  2000cited by this paper
• The use of temporal metrics for land cover change detection at coarse spatial scales

  2000cited by this paper
• The impact of misregistration upon composited wide field of view satellite data and implications for change detection

  2000cited by this paper
• Echelon approach to characterize and understand spatial structures of change in multitemporal remote sensing imagery

  2000cited by this paper
• Toward specification-driven change detection

  2000cited by this paper
• The 250 m global land cover change product from the Moderate Resolution Imaging Spectroradiometer of NASA's Earth Observing System

  2000cited by this paper
• MODIS Vegetation Index Compositing Approach: A Prototype with AVHRR Data

  1999cited by this paper
• Remotely Sensed Change Detection Based on Artificial Neural Networks

  1999cited by this paper
• A change detection method for remotely sensed multi-spectral and multi-temporal images using 3-D segmentation

  1999cited by this paper
• Calculating Change Curves for Multitemporal Satellite Imagery: Mount St. Helens 1980–1995

  1999cited by this paper
• Monitoring land-cover changes: A comparison of change detection techniques

  1999cited by this paper
• On the use of long‐term global data of land reflectances and vegetation indices derived from the advanced very high resolution radiometer

  1999cited by this paper
• Land-cover change detection enhanced with generalized linear models

  1999cited by this paper
• Change analysis in the United Arab Emirates: An investigation of techniques

  1999cited by this paper
• Detection of partial land cover change associated with the migration of inter-class transitional zones

  1999cited by this paper
• Principal component analysis of stacked multi-temporal images for the monitoring of rapid urban expansion in the Pearl River Delta

  1998cited by this paper
• Change detection study of Kuwait City and environs using multi-temporal Landsat Thematic Mapper data

  1998cited by this paper
• A Quantitative Comparison of Change-Detection Algorithms for Monitoring Eelgrass from Remotely Sensed Data

  1998cited by this paper
• An analysis of changes in a multi-date data set: A case study in the Ikitelli area, Istanbul, Turkey

  1998cited by this paper
• An efficient and accurate method for mapping forest clearcuts in the Pacific Northwest using Landsat imagery

  1998cited by this paper
• Can interannual land surface signal be discerned in composite AVHRR data

  1998cited by this paper
• The effects of image misregistration on the accuracy of remotely sensed change detection

  1998influential reference
• A Comparison of Four Algorithms for Change Detection in an Urban Environment

  1998cited by this paper
• NALC Land Cover Change Detection Pilot Study

  1998cited by this paper
• Change vector analysis: A technique for the multispectral monitoring of land cover and condition

  1998cited by this paper
• A change detection experiment using vegetation indices.

  1998cited by this paper
• Compositing Criteria for Burned Area Assessment Using Multitemporal Low Resolution Satellite Data

  1998cited by this paper
• Multivariate Alteration Detection (MAD) and MAF Postprocessing in Multispectral, Bitemporal Image Data: New Approaches to Change Detection Studies

  1998influential reference
• Relative radiometric normalization of Landsat Multispectral Scanner data using an automatic scattergram-controlled regression

  1998cited by this paper
• Investigation of the maximum Normalized Difference Vegetation Index (NDVI) and the maximum surface temperature (Ts) AVHRR compositing procedures for the extraction of NDVI and Ts over forest

  1997cited by this paper
• Detection of Vegetation Changes Associated with Extensive Flooding in a Forested Ecosystem

  1997cited by this paper
• An iterative technique for the detection of land-cover transitions in multitemporal remote-sensing images

  1997cited by this paper
• Land-cover changes in sub-saharan Africa (1982–1991): Application of a change index based on remotely sensed surface temperature and vegetation indices at a continental scale

  1997cited by this paper
• Detection of changes in remotely-sensed images by the selective use of multi-spectral information

  1997cited by this paper
• Increased plant growth in the northern high latitudes from 1981 to 1991

  1997cited by this paper
• Remote sensing of forest change using artificial neural networks

  1996cited by this paper
• Digital change detection in forest ecosystems with remote sensing imagery

  1996cited by this paper
• An assessment of several linear change detection techniques for mapping forest mortality using multitemporal landsat TM data

  1996cited by this paper
• Atmospheric correction of AVHRR data for biophysical remote sensing of the sahel

  1995cited by this paper
• Remote sensing and GIS in ecosystem management

  1995cited by this paper
• The potential contribution of pixel-based canopy change information to stand-based forest management in the Northern U.S.

  1995cited by this paper
• Classification of multispectral images based on fractions of endmembers: Application to land-cover change in the Brazilian Amazon

  1995cited by this paper
• Fourier analysis of multi-temporal AVHRR data applied to a land cover classification

  1994cited by this paper
• Processing of multitemporal Landsat TM imagery to optimize extraction of forest cover change features

  1994cited by this paper
• Towards better quality of AVHRR composite images over land: Reduction of cloud contamination

  1994cited by this paper
• Evaluation of compositing algorithms for AVHRR data over land

  1994cited by this paper
• Change detection for monitoring forest defoliation

  1994cited by this paper
• Change detection using the Gramm-Schmidt transformation applied to mapping forest mortality

  1994cited by this paper
• Change-vector analysis in multitemporal space: a tool to detect and categorize land-cover change pro

  1994cited by this paper
• Long sequence time series evaluation using standardized principal components

  1993cited by this paper
• Monitoring vegetation changes in Al Madinah, Saudi Arabia, using Thematic Mapper data

  1993cited by this paper
• 19 – Remote Sensing of Ecological Processes: A Strategy for Developing and Testing Ecological Models Using Spectral Mixture Analysis

  1993cited by this paper
• The impact of misregistration on change detection

  1992cited by this paper
• Multispectral classification of Landsat-images using neural networks

  1992cited by this paper
• Radiometric correction of multitemporal Thematic Mapper data for use in agricultural land-cover classification and vegetation monitoring

  1991cited by this paper
• Radiometric rectification - Toward a common radiometric response among multidate, multisensor images

  1991cited by this paper
• Large-Scale Patterns of Forest Succession as Determined by Remote Sensing

  1991cited by this paper
• Enhancing the Scientific Process with Artificial Intelligence: Forest Science Applications

  1991cited by this paper
• Image Segmentation, Cartographic Information And Knowledge-based Reasoning: Getting The Mixture Right

  1990cited by this paper
• Determination of surface reflectance and estimates of atmospheric optical depth and single scattering albedo from Landsat Thematic Mapper data

  1990cited by this paper
• Texture Feature Extraction From Texture Spectrum

  1990cited by this paper
• Remote Sensing of Spatial and Temporal Dynamics of Vegetation

  1990influential reference
• Monitoring Changes In Land Use Through Integration Of Remote Sensing And GIS

  1990cited by this paper
• Change: Now you see it, now you don't.

  1990cited by this paper
• Analysis of remotely sensed data

  1990cited by this paper
• Assumptions implicit in remote sensing data acquisition and analysis

  1990cited by this paper
• Radiometric calibration of Landsat Thematic Mapper multispectral images

  1989cited by this paper
• Neural Network Approaches Versus Statistical Methods in Classification of Multisource Remote Sensing Data

  1989cited by this paper
• Data structure characterization of miltispectral data using principal component and principal factor analysis

  1989cited by this paper
• Review Article Digital change detection techniques using remotely-sensed data

  1989influential reference
• Stratification Of A Regenerating Burned forest In Alberta Using Thematic Mapper And C-sar Images

  1989cited by this paper
• An Assessment Of Tm Imagery For Land Cover Change Detection

  1989cited by this paper
• Classification methods on multispectral SPOT images

  1989cited by this paper
• An alternative simple approach to estimate atmospheric correction in multitemporal studies

  1989cited by this paper
• Detection of forest change in the Green Mountains of Vermont using Multispectral Scanner data

  1988cited by this paper
• Change Direction Analysis Using Landsat Imagery: A Review Of Methodology

  1988influential reference
• Report on the desert encroachment reconnaissance in northern Sudan

  1988cited by this paper

• A general and extensible framework for assessing change detection techniques

  2023cites this paper
• Assessing and monitoring the effects of land cover changes in biodiversity. Case study: Mediterranean coastal region, Sousse, Tunisia

  2023cites this paper
• Exploring the nexus between land use land cover (LULC) changes and population growth in a planned city of islamabad and unplanned city of Rawalpindi, Pakistan

  2023cites this paper
• Assessment of Cork Oak Decline Using Digital Multispectral Imagery in Relation with in Situ Crown Condition

  2023cites this paper
• Modelling, mapping and monitoring of forest cover changes, using support vector machine, kernel logistic regression and naive bayes tree models with optical remote sensing data

  2023cites this paper
• MINDED-FBA: An Automatic Remote Sensing Tool for the Estimation of Flooded and Burned Areas

  2023cites this paper
• Comparison between Parametric and Non-Parametric Supervised Land Cover Classifications of Sentinel-2 MSI and Landsat-8 OLI Data

  2023cites this paper
• Deep Metric Learning for Unsupervised Remote Sensing Change Detection

  2023cites this paper
• A Triple-Stream Network With Cross-Stage Feature Fusion for High-Resolution Image Change Detection

  2023cites this paper
• A Comprehensive Review on Land Use/Land Cover (LULC) Change Modeling for Urban Development: Current Status and Future Prospects

  2023cites this paper
• Spatio-temporal Dynamics of Forest Cover in Mid-Upstream Basins of Taedong River in DPR Korea Using Landsat Time Series

  2023cites this paper
• Bi-Temporal change detection of high-resolution images by referencing time series medium-resolution images

  2023cites this paper
• Progressive Learning for Unsupervised Change Detection on Aerial Images

  2023cites this paper
• Habitat destruction threatens jaguars in a mixed land-use region of eastern Bolivia

  2023cites this paper
• Where did the forest go? Post-deforestation land use dynamics in the Dry Chaco region in Northwestern Argentina

  2023cites this paper
• Analysis of Changes in Vegetation Index during the Rapid Urban Spatial Development Period (1990–2020) in Tehran Metropolis, Iran

  2022cites this paper
• Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images

  2022cites this paper
• A GIS-based model for automated land suitability assessment for main crops in north-western desert of Egypt (case study: south of Al-Dabaa Corridor)

  2022cites this paper
• Predicting Growth of Individual Trees Directly and Indirectly Using 20-Year Bitemporal Airborne Laser Scanning Point Cloud Data

  2022cites this paper
• IRA-MRSNet: A Network Model for Change Detection in High-Resolution Remote Sensing Images

  2022cites this paper
• Land Cover Change Detection With Heterogeneous Remote Sensing Images: Review, Progress, and Perspective

  2022cites this paper
• Prediction of landuse/landcover using CA-ANN approach and its association with river-bank erosion on a stretch of Bhagirathi River of Lower Ganga Plain

  2022cites this paper
• SUMLP: A Siamese U-shaped MLP-based network for change detection

  2022cites this paper
• Evaluation of comparing urban area land use change with Urban Atlas and CORINE data

  2022cites this paper
• Multi-scale Context Feature Based Change Detection Method for Remote Sensing Images

  2022cites this paper
• Impacts of Land Use and Land Cover Changes on Land Surface Temperature over Cachar Region, Northeast India—A Case Study

  2022cites this paper
• Effect of geomorphologic features and climate change on vegetation distribution in the arid hot valleys of Jinsha River, Southwest China

  2022cites this paper
• Expansion of Moraine-Dammed Glacial Lakes and Historical GLOF Events in Cordillera Blanca Region of Peruvian Andes

  2022cites this paper
• ASSESSING THE PHYSICAL CHANGES AND THE STRESSES ON THE COASTAL AREAS USING GEOINFORMATICS FROM SIPASURUBILI TO MOHANIPUR, PURI, ODISHA

  2022cites this paper
• Monitoring 15-year land use/land cover change in the Vietnamese Mekong Delta

  2022cites this paper
• Study on the change monitoring of typical estuarine wetland and its effect on ecological factors in Bohai Rim region, China

  2022cites this paper
• Investigation of the Vegetation Coverage Dynamics and the Frequent Occurrence of Dominant Species on Coral Islands in the Truong Sa Islands, Vietnam

  2022cites this paper
• Dynamic Changes and Driving Forces of Alpine Wetlands on the Qinghai-Tibetan Plateau Based on Long-Term Time Series Satellite Data: A Case Study in the Gansu Maqu Wetlands

  2022cites this paper
• Linking remote sensing and insect defoliation biology – A cross-system comparison

  2022cites this paper
• Building Instance Change Detection from High Spatial Resolution Remote Sensing Images Using Improved Instance Segmentation Architecture

  2022cites this paper
• Multispectral and hyperspectral image fusion in remote sensing: A survey

  2022cites this paper
• Detection of operating mode changes, without a priori model and in uncertain environments

  2022cites this paper
• Land use/Land Cover Changes Using Remote Sensing & GIS Technique.

  2022cites this paper
• Modeling and mapping the spatial–temporal changes in land use and land cover in Lagos: A Dynamics for Building a Sustainable Urban City

  2022cites this paper
• Transformácia historickej krajiny Bošáckej doliny od predindustriálnej do postindustriálnej éry

  2022cites this paper
• PA-Former: Learning Prior-Aware Transformer for Remote Sensing Building Change Detection

  2022cites this paper
• A combined GIS and remote sensing approach for monitoring climate change-related land degradation to support landscape preservation and planning tools: the Basilicata case study

  2022cites this paper
• Fifty years of Landsat science and impacts

  2022cites this paper
• HyperNet: Self-Supervised Hyperspectral Spatial–Spectral Feature Understanding Network for Hyperspectral Change Detection

  2022cites this paper
• Remote Sensing Monitoring of Ecological-Economic Impacts in the Belt and Road Initiatives Mining Project: A Case Study in Sino Iron and Taldybulak Levoberezhny

  2022cites this paper
• EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement

  2022cites this paper
• RaVÆn: unsupervised change detection of extreme events using ML on-board satellites

  2022cites this paper
• Channel Migration Detection and Landuse/Landcover Changes for Barak River in Northeast India

  2022cites this paper
• Building Instance Change Detection from High Spatial Resolution Remote Sensing Images with Improved Instance Segmentation Architecture

  2022cites this paper
• Machine-Learning-Based Change Detection of Newly Constructed Areas from GF-2 Imagery in Nanjing, China

  2022cites this paper
• Hyperspectral image change detection based on active convolutional neural network and spatial-spectral affinity graph learning

  2022cites this paper
• Transformation of rural landscapes in the Vietnamese Mekong Delta from 1990 to 2019: a spatio-temporal analysis

  2022cites this paper
• Migration and estuarine Land Use/Land Cover (LULC) change along Ghana’s coast

  2022cites this paper
• The Impact of Catchment Land Use Land Cover Changes on Lake Dandi, Ethiopia

  2022cites this paper
• Demystifying LandTrendr and CCDC temporal segmentation

  2022cites this paper
• RSCNet: A Residual Self-Calibrated Network for Hyperspectral Image Change Detection

  2022cites this paper
• Spatiotemporal analysis of land use land cover and future simulation for agricultural sustainability in a sub-tropical region of India

  2022cites this paper
• A Deep Siamese Postclassification Fusion Network for Semantic Change Detection

  2022cites this paper
• An assessment of the factors that drive changes in the distribution and area of cultivated land in the Yellow River Delta, China

  2022cites this paper
• Forest fragmentation in a forest Biosphere Reserve: Implications for the sustainability of natural habitats and forest management policy in Ethiopia

  2022cites this paper
• Remote sensing of swidden agriculture in the tropics: A review

  2022cites this paper
• Analyzing Variations in Size and Intensities in Land Use Dynamics for Sustainable Land Use Management: A Case of the Coastal Landscapes of South-Western Ghana

  2022cites this paper
• Optimal cluster number determination of FCM for unsupervised change detection in remote sensing images

  2022cites this paper
• Ha Long - Cam Pha Cities Evolution Analysis Utilizing Remote Sensing Data

  2022cites this paper
• SwinSUNet: Pure Transformer Network for Remote Sensing Image Change Detection

  2022cites this paper
• The use of photos to investigate ecological change

  2022cites this paper
• Uncovering Vegetation Changes in the Urban–Rural Interface through Semi-Automatic Methods

  2022cites this paper
• A bi-directional strategy to detect land use function change using time-series Landsat imagery on Google Earth Engine: A case study of Huangshui River Basin in China

  2022cites this paper
• Toward Targeted Change Detection with Heterogeneous Remote Sensing Images for Forest Mortality Mapping

  2022cites this paper
• A Mutual Teaching Framework with Momentum Correction for Unsupervised Hyperspectral Image Change Detection

  2022cites this paper
• Inter-Comparison of Four Models for Detecting Forest Fire Disturbance from MOD13A2 Time Series

  2022cites this paper
• Dynamics of changes in land use and land cover and perceived causes in Hakaluki Haor, Bangladesh

  2022cites this paper
• Remote Sensing of Land Change: A Multifaceted Perspective

  2022cites this paper
• Using land cover, population, and night light data to assess urban expansion in Kimberley, South Africa

  2022cites this paper
• ANALYSIS OF THE DYNAMICS OF LAND USE AND COVER IN THE DISTRICT OF INHARRIME (1980-2020)

  2022cites this paper
• Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection

  2022cites this paper
• Classifying Forest Types over a Mountainous Area in Southwest China with Landsat Data Composites and Multiple Environmental Factors

  2022cites this paper
• Socio-environmental determinants of the perceived value of moist Afromontane forest ecosystem services in Kaffa Biosphere Reserve, Ethiopia

  2022cites this paper
• The spectralrao-monitoring Python package: A RAO's Q diversity index-based application for land-cover/land-use change detection in multifunctional agricultural areas

  2022cites this paper
• Spatial weighted kernel spectral angle constraint method for hyperspectral change detection

  2022cites this paper
• Finite mixture modeling of change point processes to discover opioid prescribing patterns: A case study of automated reports and consolidated ordering system data

  2022cites this paper
• Detection of trend and seasonal changes in non-stationary remote sensing data: Case study of Tunisia vegetation dynamics

  2022cites this paper
• Continuous monitoring of forest change dynamics with satellite time series

  2022cites this paper
• Unsupervised Multiple Change Detection for Multispectral Images Based on AMMF and SpatioSpectral Channel Augmentation

  2022cites this paper
• Identification of cultivated land change trajectory and analysis of its process characteristics using time-series Landsat images: A study in the overlapping areas of crop and mineral production in Yanzhou City, China.

  2022cites this paper
• Examining Vegetation Change and Associated Spatial Patterns in Wuyishan National Park at Different Protection Levels

  2022cites this paper
• Change Detection Techniques with Synthetic Aperture Radar Images: Experiments with Random Forests and Sentinel-1 Observations

  2022cites this paper
• Spatial prediction and mapping of water quality of Owabi reservoir from satellite imageries and machine learning models

  2021cites this paper
• Assessing urban sprawl by remote sensing and GIS techniques

  2021cites this paper
• Seasonal land use/land cover change and the drivers in Kafta Sheraro national park, Tigray, Ethiopia

  2021cites this paper
• SSA-SiamNet: Spectral–Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection

  2021cites this paper
• Detecting subtle change from dense Landsat time series: Case studies of mountain pine beetle and spruce beetle disturbance

  2021cites this paper
• Monitoring the effect of urban development on urban heat island based on remote sensing and geo-spatial approach in Kolkata and adjacent areas, India

  2021cites this paper
• Captioning Changes in Bi-Temporal Remote Sensing Images

  2021cites this paper
• On Finite Mixture Modeling of Change-point Processes

  2021cites this paper
• Land Use Cover changes in the western escarpment of Rift Valley in the Gamo Zone, Southern Ethiopia

  2021cites this paper
• Urban Area Growth Monitoring in Sylhet City Using Remote Sensing and Geographic Information System from 2002 to 2017

  2021cites this paper
• Effects of Habitat Conversion on Ant Functional Groups: A Global Review

  2021cites this paper
• Monitoring the Recovery after 2016 Hurricane Matthew in Haiti via Markovian Multitemporal Region-Based Modeling

  2021cites this paper
• Temporal scale effects on trend estimates for solar radiation, thermal and snow conditions, and their feedbacks: the case from China

  2021cites this paper