Global continuous fields of vegetation characteristics: A linear mixture model applied to multi-year 8 km AVHRR data

No abstract is available for this paper.

• Publication year

  2000

• Venue

  International Journal of Remote Sensing

• Publication date

  2000-01-01

• Fields of study

  Geology, Environmental Science

• Identifiers
  DOI 10.1080/014311600210236
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Continuous fields of vegetation characteristics at the global scale at 1‐km resolution

  1999influential reference
• Mapping Chaparral in the Santa Monica Mountains Using Multiple Endmember Spectral Mixture Models

  1998cited by this paper
• Using Landscape Spatial Relationships to Improve Estimates of Land-Cover Area from Coarse Resolution Remote Sensing

  1998cited by this paper
• Global land cover classifications at 8 km spatial resolution: The use of training data derived from Landsat imagery in decision tree classifiers

  1998influential reference
• Subpixel forest cover in central Africa from multisensor, multitemporal data

  1997cited by this paper
• Non-linear mixture modelling without end-members using an artificial neural network

  1997influential reference
• Modeling the Exchanges of Energy, Water, and Carbon Between Continents and the Atmosphere

  1997cited by this paper
• Mixed pixel classification with robust statistics

  1997cited by this paper
• Unmixing the directional reflectances of AVHRR sub-pixel landcovers

  1997cited by this paper
• Tropical forest area measured from global land-cover classifications: Inverse calibration models based on spatial textures

  1997cited by this paper
• The IGBP-DIS global 1km land cover data set, DISCover: First results

  1997cited by this paper
• The NOAA/NASA pathfinder AVHRR 8-Km land data set

  1997cited by this paper
• Mapping sub-pixel proportional land cover with AVHRR imagery

  1997cited by this paper
• Mixture models with higher order moments

  1997cited by this paper
• Modern Applied Statistics with S-Plus.

  1996cited by this paper
• Broad scale land-cover classification and interannual climatic variability

  1996cited by this paper
• A method for manual endmember selection and spectral unmixing

  1996cited by this paper
• Estimation of subpixel vegetation density of natural regions using satellite multispectral imagery

  1996cited by this paper
• Unmixing multiple land-cover type reflectances from coarse spatial resolution satellite data

  1995cited by this paper
• Mapping the land surface for global atmosphere‐biosphere models: Toward continuous distributions of vegetation's functional properties

  1995cited by this paper
• Land processes in climate models

  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
• Land-use and land-cover change. Science/research plan

  1995cited by this paper
• The 1 km resolution global data set: needs of the International Geosphere Biosphere Programme†

  1994cited by this paper
• The Pathfinder AVHRR land data set: An improved coarse resolution data set for terrestrial monitoring

  1994influential reference
• Map of the vegetation of South America based on satellite imagery

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

  1994cited by this paper
• US forest types and predicted percent forest cover from AVHRR data

  1994influential reference
• Sub-pixel land cover composition estimation using a linear mixture model and fuzzy membership functions

  1994cited by this paper
• NDVI-derived land cover classifications at a global scale

  1994influential reference
• Ordinal-level classification of sub-pixel tropical forest cover

  1994cited by this paper
• Modern Applied Statistics With S-PLUS

  1994cited by this paper
• Linear mixing and the estimation of ground cover proportions

  1993cited by this paper
• Mapping Midsouth Forest Distributions

  1992cited by this paper
• Linear mixture modelling applied to AVHRR data for crop area estimation

  1992cited by this paper
• The least-squares mixing models to generate fraction images derived from remote sensing multispectral data

  1991cited by this paper
• Development of a land-cover characteristics database for the conterminous U.S.

  1991cited by this paper
• Mineral mapping and vegetation removal via data-calibrated pixel unmixing, using multispectral images

  1990cited by this paper
• A technique for extrapolating and validating forest cover across large regions - Calibrating AVHRR data with TM data

  1989cited by this paper
• Characterization and classification of South American land cover types using satellite data

  1987cited by this paper
• Reflectance modelling and the derivation of vegetation indices for an Australian semi-arid shrubland

  1986cited by this paper
• Characteristics of maximum-value composite images from temporal AVHRR data

  1986cited by this paper
• African Land-Cover Classification Using Satellite Data

  1985influential reference
• Determination of World Plant Formations From Simple Climatic Data.

  1947cited by this paper
• Das geographische System der Klimate

  1936cited by this paper

• Substantial reduction of solar photovoltaic potential in China by an extreme dust event

  2026cites this paper
• Intra‐annual variation of fecal nitrogen of red deer in Mediterranean habitats and its relationship with NDVI and bioclimatic indices

  2025cites this paper
• Radiation use and understory aboveground net primary production in a temperate dryland

  2025cites this paper
• Geo-environmental monitoring of coastal and land resources for Coatzacoalcos coastal region, Mexico

  2024cites this paper
• Global mapping of fractional tree cover for forest cover change analysis

  2024cites this paper
• Generation and comprehensive validation of 30 m conterminous United States Landsat percent tree cover and forest cover loss annual products

  2023cites this paper
• Visible or not? Reflection of the 8.2 ka BP event and the Greenlandian–Northgrippian boundary in a new high-resolution pollen record from the varved sediments of Lake Mondsee, Austria

  2023cites this paper
• Analyse spatio-temporelle de l’indice de végétation NDVI calculé à partir des images satellites NOAA et MSG

  2023cites this paper
• Monitoring forest dynamics in Africa during 2000–2020 using a remotely sensed fractional tree cover dataset

  2023cites this paper
• Spatio-temporal variation of fractional vegetation coverage in the Aydingkol Lake Basin

  2022cites this paper
• PRINCIPAL COMPONENT ANALYSIS (PCA) IN THE EVALUATION OF VEGETATION INDICES DERIVED FROM TIME-SERIES REMOTE SENSING DATA: A REVIEW

  2022cites this paper
• Evolution of the representation of global vegetation by vegetation continuous fields

  2021cites this paper
• Spatiotemporal patterns of vegetation conversion under the Grain for Green Program in southwest China

  2021cites this paper
• Spatio-Temporal Mixed Pixel Analysis of Savanna Ecosystems: A Review

  2021cites this paper
• Not herbs and forbs alone: pollen‐based evidence for the presence of boreal trees and shrubs in Cis‐Baikal (Eastern Siberia) derived from the Last Glacial Maximum sediment of Lake Ochaul

  2021cites this paper
• Comparative analysis of forest canopy mapping methods for the Sundarban biosphere reserve, West Bengal, India

  2021cites this paper
• Grid-independent high-resolution dust emissions (v1.0) for chemical transport models: application to GEOS-Chem (12.5.0)

  2021cites this paper
• A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery

  2021cites this paper
• Holocene vegetation and climate history in Baikal Siberia reconstructed from pollen records and its implications for archaeology

  2020cites this paper
• Combination of visible and thermal remotely sensed data for enhancement of Land Cover Classification by using satellite imagery

  2020cites this paper
• Is subarctic forest advance able to keep pace with climate change?

  2020cites this paper
• Anthropogenic and climate controls on vegetation changes between 1500 BCE and 500 CE reconstructed from a high-resolution pollen record from varved sediments of Lake Mondsee, Austria

  2020cites this paper
• Toward Operational Mapping of Woody Canopy Cover in Tropical Savannas Using Google Earth Engine

  2020cites this paper
• A quantitative framework for analysing long term spatial clustering and vegetation fragmentation in an urban landscape using multi-temporal landsat data

  2020cites this paper
• Estimation of chengal trees relative abundance using coarse spatial resolution hyperspectral systems

  2020cites this paper
• Combining Pixel Swapping and Simulated Annealing for Land Cover Mapping

  2020cites this paper
• Environments during the spread of anatomically modern humans across Northern Asia 50-10 cal kyr BP: What do we know and what would we like to know?

  2020cites this paper
• Remote sensing of forest degradation: a review

  2020cites this paper
• Agricultural cropland extent and areas of South Asia derived using Landsat satellite 30-m time-series big-data using random forest machine learning algorithms on the Google Earth Engine cloud

  2019cites this paper
• Mapping fractional cropland covers in Brazil through integrating LSMA and SDI techniques applied to MODIS imagery

  2019cites this paper
• Variability in Length of Crop Growing Period Causing Agricultural Vulnerability in India

  2019cites this paper
• Changes of multiple cropping in Huang-Huai-Hai agricultural region, China

  2018cites this paper
• Estimating tree canopy cover percentage in a mediterranean silvopastoral systems using Sentinel-2A imagery and the stochastic gradient boosting algorithm

  2018cites this paper
• Isolating type-specific phenologies through spectral unmixing of satellite time series

  2018cites this paper
• Simulation Study on Estimation Method of Spectrally Pure Material Proportion of a Space Target Based on Cost Function Optimization

  2018cites this paper
• Ammonia emissions from biomass burning in the continental United States

  2018influential citation
• Mapping continuous fields of tree and shrub cover across the Gran Chaco using Landsat 8 and Sentinel-1 data

  2018cites this paper
• Space-time monitoring of tropical forest changes using observations from multiple satellites

  2017cites this paper
• Coastal Remote Sensing

  2017cites this paper
• Mapping Fractional Land Use and Land Cover in a Monsoon Region: The Effects of Data Processing Options

  2016influential citation
• Discrimination of crown closure of forest ecosystems using different remotely sensed data: a case study of Kızılcasu planning unit

  2016cites this paper
• Spatial and temporal patterns of herbaceous primary production in semi‐arid shrublands: a remote sensing approach

  2016cites this paper
• A new global tree-cover percentage map using MODIS data

  2016cites this paper
• Machine learning-based temporal mixture analysis of hypertemporal Antarctic sea ice data

  2016cites this paper
• Detecting and assessing Spartina invasion in coastal region of China: A case study in the Xiangshan Bay

  2016cites this paper
• The Open University ’ s repository of research publications and other research outputs Seasonal forecasting of fire over Kalimantan , Indonesia

  2016cites this paper
• Deforestation and carbon loss estimation at tropical forest using multispectral remote sensing: Case study of Besul Tambahan Permanent Forest Reserve

  2015cites this paper
• Understanding forest loss and recovery: a spatiotemporal analysis of land change in and around Bannerghatta National Park, India

  2015cites this paper
• Comparison and Validation of Long Time Serial Global GEOV1 and Regional Australian MODIS Fractional Vegetation Cover Products Over the Australian Continent

  2015cites this paper
• Tropical forest cover dynamics for Latin America using Earth observation data: a review covering the continental, regional, and local scale

  2015cites this paper
• Tree cover and forest cover dynamics in the Mekong Basin from 2001 to 2011

  2015cites this paper
• Response of the regression tree model to high resolution remote sensing data for predicting percent tree cover in a Mediterranean ecosystem

  2015cites this paper
• Assessing vegetation structure and ANPP dynamics in a grassland–shrubland Chihuahuan ecotone using NDVI–rainfall relationships

  2015cites this paper
• Mapping Fractional Cropland Distribution in Mato Grosso, Brazil Using Time Series MODIS Enhanced Vegetation Index and Landsat Thematic Mapper Data

  2015cites this paper
• The Improvement of Land Cover Classification by Thermal Remote Sensing

  2015cites this paper
• Mapping Threatened Dry Deciduous Dipterocarp Forest in South-East Asia for Conservation Management

  2014cites this paper
• Multiple cropping intensity in China derived from agro-meteorological observations and MODIS data

  2014cites this paper
• On quantifying post-classification subpixel landcover changes

  2014cites this paper
• An Approach for Identification and Classification of Crops using Multispectral Images

  2014cites this paper
• Sensitivity analysis for predicting continuous fields of tree-cover and fractional land-cover distributions in cloud-prone areas

  2014cites this paper
• Using remote sensing data to model European wild rabbit (Oryctolagus cuniculus) occurrence in a highly fragmented landscape in northwestern Spain

  2014cites this paper
• Seasonal forecasting of fire over Kalimantan, Indonesia

  2014cites this paper
• Estimativa da cobertura arbórea utilizando a combinação de imagens Iknos e Landsat

  2014cites this paper
• Incorporating spatial information in spectral unmixing: A review

  2014cites this paper
• Use of NDVI variations to analyse the length of growing period in Andhra Pradesh

  2014cites this paper
• Estimating Tree Biomass via Remote Sensing, MSAVI 2, and Fractional Cover Model

  2014cites this paper
• Monitoring Perennial Sub-Surface Waterlogged Croplands Based on MODIS in Jianghan Plain, Middle Reaches of the Yangtze River

  2014cites this paper
• Modeling Spatio-Temporal Variability in Biomass Burning Emission Factors

  2014cites this paper
• An endmember optimization approach for linear spectral unmixing of fine-scale urban imagery

  2014cites this paper
• Views on the application of MODIS image in forest mapping and forest type identification

  2013cites this paper
• A New Short-Wave Infrared (SWIR) Method for Quantitative Water Fraction Derivation and Evaluation With EOS/MODIS and Landsat/TM Data

  2013cites this paper
• Using remote sensing data to model European wild rabbit (Oryctolagus cuniculus) occurrence in a highly fragmented landscape in northwestern Spain L. Tapia, J. Domínguez, A. Regos & M. Vidal

  2013cites this paper
• Beyond classifications: Combining continuous and discrete approaches to better understand land-cover change within the lower Mekong River region

  2013cites this paper
• Comparison of a New Percent Tree Cover Dataset with Existing One and Categorical Land Cover Datasets in Eurasia

  2013cites this paper
• Development of an integrated high resolution flood product with multi-source data

  2013cites this paper
• African wildlife and people : finding solutions where equilibrium models fail

  2013cites this paper
• Changing Driving Forces, Imposed Tenure Regimes, and Tree-Cover Change on Village Landscapes in the West Mengo Region of Uganda, 1890–2002

  2013cites this paper
• Comparison of ETM+ and MODIS Data for Tropical Forest Degradation Monitoring in the Peninsular Malaysia

  2013cites this paper
• High-Resolution Phenological Data

  2013cites this paper
• Wissenschaftliche Arbeiten

  2013cites this paper
• A New Tree Cover Percentage Map in Eurasia at 500 m Resolution Using MODIS Data

  2013cites this paper
• LAND USE AND CLIMATE

  2012cites this paper
• NOAA AVHRR satellite data for evaluation of climatic variation and vegetation change in the Punjab Province, Pakistan

  2012cites this paper
• Towards an Operational Forest Monitoring System for Central Africa

  2012cites this paper
• Spectral Unmixing Approach in Remotely Sensed Forest Cover Estimation: A Study of Subtropical Forest in Southeast China

  2012cites this paper
• Estimating forest canopy density of tropical mixed deciduous vegetation using Landsat data: a comparison of three classification approaches

  2012influential citation
• Late Quaternary fire regimes of Australasia

  2012cites this paper
• Temporal mixture analysis for estimating impervious surface area from multi-temporal MODIS NDVI data in Japan

  2012cites this paper
• Trends in Land Cover Mapping and Monitoring

  2012cites this paper
• Spectral unmixing

  2012cites this paper
• Towards Operational Automatic Flood Detection Using EOS/MODIS Data

  2012cites this paper
• Impact of Land Cover Patch Size on the Accuracy of Patch Area Representation in HNN-Based Super Resolution Mapping

  2012cites this paper
• Likelihood of occurrence of bark beetle attacks on conifer forests in Honduras under normal and climate change scenarios

  2012cites this paper
• The potential of spectral mixture analysis to improve the estimation accuracy of tropical forest biomass

  2012cites this paper
• Gradual land cover change detection based on multitemporal fraction images

  2012influential citation
• NOAA AVHRR NDVI / MODIS NDVI Predicts Potential to Forest Resource Management in Çatalca District of Turkey

  2012cites this paper
• People, park and suburbanization: A spatio-temporal analysis of change in and around Bannerghatta National Park, India

  2011cites this paper
• Simulation of Horizontal Wind Velocity

  2011cites this paper
• Assessing vegetation changes for parts of the Sudan and Chad during 2000-2010 using time series analysis of MODIS-NDVI

  2011cites this paper
• Spatial Model Approach for Deforestation: Case Study in Java Island, Indonesia

  2011cites this paper