Advanced search
Publication Cover
International Journal of Remote Sensing Volume 7, 1986 - Issue 11
Submit an article Journal homepage
10,452
Views
2,197
CrossRef citations to date
0
Altmetric
Original Articles

Characteristics of maximum-value composite images from temporal AVHRR data

BRENT N. HOLBEN Laboratory for Terrestrial Physics/Code 623, NASA/Goddard Space Flight Center, Greenbelt, Maryland, 20771, U.S.A
Pages 1417-1434 | Published online: 27 Apr 2007
 
Sample our Geography journals, sign in here to start your FREE access for 14 days

Abstract

Red and near-infrared satellite data from the Advanced Very High Resolution Radiometer sensor have been processed over several days and combined to produce spatially continuous cloud-free imagery over large areas with sufficient temporal resolution to study green-vegetation dynamics. The technique minimizes cloud contamination, reduces directional reflectance and off-nadir viewing effects, minimizes sun-angle and shadow effects, and minimizes aerosol and water-vapour effects. The improvement is highly dependent on the state of the atmosphere, surface-cover type, and the viewing and illumination geometry of the sun, target and sensor. An example from southern Africa showed an increase of 40 per cent from individual image values to the final composite image. Limitations' associated with the technique are discussed, and recommendations are given to improve this approach

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related Research Data

Irrigated area mapping in heterogeneous landscapes with MODIS time series, ground truth and census data, Krishna Basin, India
Source: Informa UK Limited
Seasonal composite Landsat TM/ETM+ images using the medoid (a multi-dimensional median)
Source: MDPI AG
Vegetation condition prediction for drought monitoring in pastoralist areas: a case study in Ethiopia
Source: Informa UK Limited
Reconstruction of time series MODIS EVI data using de-noising algorithms
Source: Informa UK Limited
Temporal analysis of normalized difference vegetation index (NDVI) and land surface temperature (LST) parameters to detect changes in the Iberian land cover between 1981 and 2001
Source: Informa UK Limited
Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999
Source: American Geophysical Union (AGU)
Diversity in plant hydraulic traits explains seasonal and inter-annual variations of vegetation dynamics in seasonally dry tropical forests
Source: (:unav)
Start of vegetation growing season on the Tibetan Plateau inferred from multiple methods based on GIMMS and SPOT NDVI data
Source: Springer Science and Business Media LLC
SOC CHANGES IN TIBETAN GRASSLANDS
Source: Wiley
A comparison of methods for smoothing and gap filling time series of remote sensing observations - application to MODIS LAI products
Source: Copernicus Publications
TISSBERT: A benchmark for the validation and comparison of NDVI time series reconstruction methods
Source: Universitat Politecnica de Valencia
Evaluating the Effectiveness of Using Vegetation Indices Based on Red-Edge Reflectance from Sentinel-2 to Estimate Gross Primary Productivity
Source: Multidisciplinary Digital Publishing Institute
On the relation between rainfall and the Normalized Difference Vegetation Index for diverse vegetation types in East Africa
Source: Informa UK Limited
Using Satellite Remote Sensing to Study the Impact of Climate and Anthropogenic Changes in the Mesopotamian Marshlands, Iraq
Source: MDPI AG
Estimation of regional evapotranspiration in alpine area and its response to land use change: A case study in Three-River Headwaters region of Qinghai-Tibet Plateau, China
Source: Springer Science and Business Media LLC
Assessment of millet yields and production in northern Burkina Faso using integrated NDVI from the AVHRR.
Source: Informa UK Limited
Exploring Variability in Landscape Ecological Risk and Quantifying Its Driving Factors in the Amu Darya Delta.
Source: MDPI AG
Non-uniform seasonal warming regulates vegetation greening and atmospheric CO2 amplification over northern lands.
Source: HAL CCSD
On the Variation of NDVI with the Principal Climatic Elements in the Tibetan Plateau
Source: Multidisciplinary Digital Publishing Institute
Effect of climate change on vegetation phenology of different land-cover types on the Tibetan Plateau
Source: Informa UK Limited
Mercury distribution in the surface soil of China is potentially driven by precipitation, vegetation cover and organic matter
Source: Springer Science and Business Media LLC
Increased plant growth in the northern high latitudes from 1981 to 1991
Source: Springer Science and Business Media LLC
An example from the coastal area of Turkey
Source: Emerald
A Non-Stationary 1981–2012 AVHRR NDVI3g Time Series
Source: MDPI AG
SURE-based optimum-length S-G filter to reconstruct NDVI time series iteratively with outliers removal
Source: World Scientific Pub Co Pte Lt
Effects of Warming Hiatuses on Vegetation Growth in the Northern Hemisphere
Source: Multidisciplinary Digital Publishing Institute
How Normalized Difference Vegetation Index (NDVI) Trendsfrom Advanced Very High Resolution Radiometer (AVHRR) and Système Probatoire d’Observation de la Terre VEGETATION (SPOT VGT) Time Series Differ in Agricultural Areas: An Inner Mongolian Case Study
Source: MDPI AG
Spatiotemporal pattern of gross primary productivity and its covariation with climate in China over the last thirty years.
Source: Wiley
Monitoring forest disturbance using time-series MODIS NDVI in Michoacán, Mexico
Source: Informa UK Limited
Monitoring regional drought using the Vegetation Condition Index
Source: Informa UK Limited
Assessing Land Degradation and Desertification Using Vegetation Index Data: Current Frameworks and Future Directions
Source: MDPI AG
The Pathfinder AVHRR land data set: An improved coarse resolution data set for terrestrial monitoring
Source: Informa UK Limited
Interannual Variations in Growing-Season NDVI and Its Correlation with Climate Variables in the Southwestern Karst Region of China
Source: MDPI AG
Modeling biogeochemical responses of tundra ecosystems to temporal and spatial variations in climate in the Kuparuk River Basin (Alaska)
Source: American Geophysical Union (AGU)
The Effect of NDVI Time Series Density Derived from Spatiotemporal Fusion of Multisource Remote Sensing Data on Crop Classification Accuracy
Source: MDPI AG
Macro‐scale bird species richness patterns of the East Asian mainland and islands: energy, area and isolation
Source: Wiley
The Temperature Vegetation Dryness Index (TVDI) Based on Bi-Parabolic NDVI-Ts Space and Gradient-Based Structural Similarity (GSSIM) for Long-Term Drought Assessment Across Shaanxi Province, China (2000–2016)
Source: MDPI AG
Extracting the Spatiotemporal Pattern of Cropping Systems From NDVI Time Series Using a Combination of the Spline and HANTS Algorithms: A Case Study for Shandong Province
Source: Informa UK Limited
Detecting winter wheat phenology with SPOT-VEGETATION data in the North China Plain
Source: Informa UK Limited
Linking Remote Sensing and Dendrochronology to Quantify Climate-Induced Shifts in High-Elevation Forests Over Space and Time
Source: American Geophysical Union (AGU)
Integration of LAC and GAC NDVI data to improve vegetation monitoring in semi-arid environments
Source: Informa UK Limited
Validation of a Forage Production Index (FPI) Derived from MODIS fCover Time-Series Using High-Resolution Satellite Imagery: Methodology, Results and Opportunities
Source: HAL CCSD
Impacts of changes in climate variability on regional vegetation in China: NDVI-based analysis from 1982 to 2000
Source: Wiley
The Temporal-Spatial Characteristics of Drought in the Loess Plateau Using the Remote-Sensed TRMM Precipitation Data from 1998 to 2014
Source: Multidisciplinary Digital Publishing Institute
Large Differences in Terrestrial Vegetation Production Derived from Satellite-Based Light Use Efficiency Models
Source: MDPI AG
Protected areas buffer the Brazilian semi‐arid biome from climate change
Source: Wiley
Exploring Simple Algorithms for Estimating Gross Primary Production in Forested Areas from Satellite Data
Source: Molecular Diversity Preservation International
Observational Quantification of Climatic and Human Influences on Vegetation Greening in China
Source: MDPI AG
Trend changes in global greening and browning: contribution of short-term trends to longer-term change
Source: Wiley-Blackwell
FLUXES ALL OF THE TIME?
Source: American Geophysical Union (AGU)
Spatial and Temporal Patterns of Global NDVI Trends: Correlations with Climate and Human Factors
Source: MDPI AG
WET-DAY & DRY-DAY FREQUENCY IN AMAZON AND IMPACTS ON VEGETATION
Source: American Geophysical Union (AGU)
SATELLITE DETECTED BROAD-SCALE VEGETATION CHANGE IN CHINA, 1982–1999
Source: Informa UK Limited
Urban Land Extraction Using VIIRS Nighttime Light Data: An Evaluation of Three Popular Methods
Source: Multidisciplinary Digital Publishing Institute
NORTHERN HEMISPHERE PHOTOSYNTHETIC TRENDS
Source: Wiley
Modeling Valley Fever Incidence in Arizona Using a Satellite-Derived Soil Moisture Proxy
Source: Informa UK Limited
Tipping point of a conifer forest ecosystem under severe drought
Source: IOP Publishing
Increasing interannual variability of global vegetation greenness
Source: IOP Publishing
Annual Green Water Resources and Vegetation Resilience Indicators: Definitions, Mutual Relationships, and Future Climate Projections
Source: MDPI AG
Soil moisture estimation over flat lands in the Argentinian Pampas region using Sentinel-1A data and non-parametric methods
Source: Informa UK Limited
Testing scale dependent assumptions in regional ecosystem simulations
Source: Wiley
Vegetation greening in Spain detected from long term data (1981–2015)
Source: Taylor & Francis
A first map of tropical Africa's above-ground biomass derived from satellite imagery
Source: IOP Publishing
NDVI TRENDS OVER THE SAHEL 1982-1999
Source: American Geophysical Union (AGU)
High temporal resolution NDVI phenology from micrometeorological radiation sensors
Source: American Geophysical Union
Impacts of Re-Vegetation on Surface Soil Moisture over the Chinese Loess Plateau Based on Remote Sensing Datasets
Source: Multidisciplinary Digital Publishing Institute
Recent change of vegetation growth trend in China
Source: IOP Publishing
Estimates of grassland biomass and turnover time on the Tibetan Plateau
Source: IOP Publishing
Geospatial Monitoring of Land Surface Temperature Effects on Vegetation Dynamics in the Southeastern Region of Bangladesh from 2001 to 2016
Source: MDPI AG
Vegetation greening in Spain detected from long term data (1981–2015)
Source: Taylor & Francis
VARIATIONS IN VEGETATION NET PRIMARY PRODUCTION IN THE QINGHAI-XIZANG PLATEAU, CHINA, FROM 1982 TO 1999
Source: Springer Science and Business Media LLC
An extended AVHRR 8‐km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data
Source: Informa UK Limited
Shifts in Global Vegetation Activity Trends
Source: Multidisciplinary Digital Publishing Institute
Spatio-Temporal Patterns and Climate Variables Controlling of Biomass Carbon Stock of Global Grassland Ecosystems from 1982 to 2006
Source: MDPI AG
Extensive datasets of the diffuse radiation in realistic atmospheric models with aerosols and common absorbing gases
Source: Elsevier BV
Interannual variations of the grassland boundaries bordering the eastern edges of the Gobi Desert in central Asia
Source: Informa UK Limited
Using earth observation-based dry season NDVI trends for assessment of changes in tree cover in the Sahel
Source: Informa UK Limited
Vegetation greening in Spain detected from long term data (1981–2015)
Source: Taylor & Francis
Index-based assessment of agricultural drought in a semi-arid region of Inner Mongolia, China
Source: Springer Science and Business Media LLC
A Method for Robust Estimation of Vegetation Seasonality from Landsat and Sentinel-2 Time Series Data
Source: MDPI AG
NDVI‐indicated decline in desertification in China in the past two decades
Source: American Geophysical Union (AGU)
MODIS Vegetation Indices
Source: Springer New York
The Variations of Land Surface Phenology in Northeast China and Its Responses to Climate Change from 1982 to 2013
Source: Multidisciplinary Digital Publishing Institute
Drought impacts on vegetation in the pre- and post-fire events over Iberian Peninsula
Source: Copernicus Publications
Quantitative mapping of pasture biomass using satellite imagery
Source: Informa UK Limited
Effects of geographical data sampling bias on habitat models of species distributions: a case study with steppe birds in southern Portugal
Source: Informa UK Limited
Comparison and conversion of AVHRR GIMMS and SPOT VEGETATION NDVI data in China
Source: Informa UK Limited
Modeling Net Ecosystem Exchange for Grassland in Central Kazakhstan by Combining Remote Sensing and Field Data
Source: MDPI AG
Association analysis between spatiotemporal variation of vegetation greenness and precipitation/temperature in the Yangtze River Basin (China)
Source: Springer Science and Business Media LLC
Analysis of the phenology of global vegetation using meteorological satellite data
Source: Informa UK Limited
SCALING UP WITH MULTISCALED MODELS
Source: American Geophysical Union (AGU)
Seasonal patterns in biomass burning emissions from southern African vegetation fires for the year 2000
Source: Wiley
Modelling post-fire vegetation recovery in Portugal
Source: Copernicus GmbH
Relationship of Abrupt Vegetation Change to Climate Change and Ecological Engineering with Multi-Timescale Analysis in the Karst Region, Southwest China
Source: Multidisciplinary Digital Publishing Institute
Spatial and Temporal Relationships among NDVI, Climate Factors, and Land Cover Changes in Northeast Asia from 1982 to 2009
Source: Informa UK Limited
Spring Normalized Difference Vegetation Index (NDVI) predicts annual variation in timing of peak faecal crude protein in mountain ungulates
Source: HAL CCSD
Global Trends in Seasonality of Normalized Difference Vegetation Index (NDVI), 1982–2011
Source: MDPI AG
Using Satellite and Field Data with Crop Growth Modeling to Monitor and Estimate Corn Yield in Mexico
Source: Wiley
Interannual variations of monthly and seasonal normalized difference vegetation index (NDVI) in China from 1982 to 1999
Source: American Geophysical Union (AGU)
Fourier analysis of historical NOAA time series data to estimate bimodal agriculture
Source: Informa UK Limited
Comparison of methods for LUCC monitoring over 50 years from aerial photographs and satellite images in a Sahelian catchment
Source: HAL CCSD
The use of multi-temporal MODIS images with ground data to distinguish cotton from maize and sorghum fields in smallholder agricultural landscapes of Southern Africa
Source: Informa UK Limited
Evaluating predictive models of critical live fuel moisture in the Santa Monica Mountains, California
Source: CSIRO Publishing
The relationship between drought activity and vegetation cover in Northwest China from 1982 to 2013
Source: Springer Science and Business Media LLC
Inter-annual and seasonal trends of vegetation condition in the Upper Blue Nile (Abay) Basin: dual-scale time series analysis
Source: European Geoscience Union
Evaluation of NDVI Estimation Considering Atmospheric and BRDF Correction through Himawari-8/AHI
Source: Springer Science and Business Media LLC
Evaluation of Aridity Indices Using SPOT Normalized Difference Vegetation Index Values Calculated Over Different Time Frames on Iberian Rain-Fed Arable Land
Source: Informa UK Limited
Comparison of Eight Techniques for Reconstructing Multi-Satellite Sensor Time-Series NDVI Data Sets in the Heihe River Basin, China
Source: Multidisciplinary Digital Publishing Institute
A model of regional primary production for use with coarse resolution satellite data
Source: Informa UK Limited
Regional Urban Extent Extraction Using Multi-Sensor Data and One-Class Classification
Source: MDPI AG
ECOCLIMAP-II/Europe: a twofold database of ecosystems and surface parameters at 1 km resolution based on satellite information for use in land surface, meteorological and climate models
Source: Copernicus Publications
Establishing a land degradation neutrality national baseline through trend analysis of GIMMS NDVI Time‐series
Source: Wiley
Inter-annual and seasonal trends of vegetation condition in the Upper Blue Nile (Abay) Basin: dual-scale time series analysis
Source: European Geoscience Union
Cumulative Effects of Climatic Factors on Terrestrial Vegetation Growth
Source: American Geophysical Union (AGU)
Detecting massive green algae (Ulva prolifera) blooms in the Yellow Sea and East China Sea using Geostationary Ocean Color Imager (GOCI) data
Source: Springer Science and Business Media LLC
Cloud and Snow Discrimination for CCD Images of HJ-1A/B Constellation Based on Spectral Signature and Spatio-Temporal Context
Source: MDPI AG
The use of multi-temporal NDVI measurements from AVHRR data for crop yield estimation and prediction
Source: Informa UK Limited
Phenology of mixed woody-herbaceous ecosystems following extreme events: net and differential responses.
Source: Wiley
The Global Mangrove Watch—A New 2010 Global Baseline of Mangrove Extent
Source: MDPI AG
Greenness trends of Arctic tundra vegetation in the 1990s: comparison of two NDVI data sets from NOAA AVHRR systems
Source: Informa UK Limited
Global vegetation indices from the NOAA-7 meteorological satellite
Source: American Meteorological Society
Accuracy of the AVHRR vegetation index as a predictor of biomass, primary productivity and net CO2 flux
Source: Springer Science and Business Media LLC
Baseline characterization of major Iberian vegetation types based on the NDVI dynamics
Source: Springer Science and Business Media LLC
Evaluation of optical satellite remote sensing for rice paddy phenology in monsoon Asia using a continuous in situ dataset
Source: Informa UK Limited
Assessment of MODIS-EVI, MODIS-NDVI and VEGETATION-NDVI composite data using agricultural measurements: an example at corn fields in western Mexico.
Source: Springer Science and Business Media LLC
Satellite remote sensing of primary production
Source: Informa UK Limited
Decadal soil carbon accumulation across Tibetan permafrost regions
Source: Springer Science and Business Media LLC
Development of time series stacks of Landsat images for reconstructing forest disturbance history
Source: Informa UK Limited
Did Ecological Restoration Hit Its Mark? Monitoring and Assessing Ecological Changes in the Grain for Green Program Region Using Multi-source Satellite Images
Source: MDPI AG
Evaluating Combinations of Sentinel-2 Data and Machine-Learning Algorithms for Mangrove Mapping in West Africa
Source: MDPI AG
Continuous fields of land cover for the conterminous United States using Landsat data: first results from the Web-Enabled Landsat Data (WELD) project
Source: Informa UK Limited
Evidence and implications of recent climate change in northern Alaska and other arctic regions.
Source: Springer Science and Business Media LLC
A satellite-based method for monitoring seasonality in the overstory leaf area index of Siberian larch forest
Source: American Geophysical Union (AGU)
Coupled surface-atmosphere reflectance (CSAR) model: 2. Semiempirical surface model usable with NOAA advanced very high resolution radiometer data
Source: American Geophysical Union (AGU)
Changes in the trends of vegetation net primary productivity in China between 1982 and 2015
Source: IOP Publishing
Land Degradation Assessment Using Residual Trend Analysis of GIMMS NDVI3g, Soil Moisture and Rainfall in Sub-Saharan West Africa from 1982 to 2012
Source: MDPI AG
Changing patterns of global‐scale vegetation photosynthesis, 1982–1999
Source: Informa UK Limited
An Improved Spatial–Temporal Downscaling Method for TRMM Precipitation Datasets in Alpine Regions: A Case Study in Northwestern China’s Qilian Mountains
Source: MDPI AG
Vegetation Response to Recent Trends in Climate and Landuse Dynamics in a Typical Humid and Dry Tropical Region under Global Change
Source: Hindawi
Canopy reflectance, photosynthesis and transpiration
Source: Informa UK Limited
Modelling the area of occupancy of habitat types with remote sensing
Source: Wiley
Responses of grassland vegetation to climatic variations on different temporal scales in Hulun Buir Grassland in the past 30 years
Source: Springer Science and Business Media LLC
Evaluation of the Quality of NDVI3g Dataset against Collection 6 MODIS NDVI in Central Europe between 2000 and 2013
Source: MDPI AG
Contrasting Changes in Vegetation Growth due to Different Climate Forcings over the Last Three Decades in the Selenga-Baikal Basin
Source: MDPI AG
Evaluation of AVHRR PAL and GIMMS 10-day composite NDVI time series products using SPOT-4 vegetation data for the African continent
Source: Informa UK Limited
Developing Land Use Land Cover Maps for the Lower Mekong Basin to Aid Hydrologic Modeling and Basin Planning
Source: MDPI AG
Controls over intra-seasonal dynamics of AVHRR NDVI for the Arctic tundra in northern Alaska
Source: Informa UK Limited
Investigation of soil influences in AVHRR red and near-infrared vegetation index imagery
Source: Informa UK Limited
The Use of Low-Altitude UAV Imagery to Assess Western Juniper Density and Canopy Cover in Treated and Untreated Stands
Source: MDPI AG
Relationship between Winter Snow Cover Dynamics, Climate and Spring Grassland Vegetation Phenology in Inner Mongolia, China
Source: Multidisciplinary Digital Publishing Institute
Spatiotemporal variations in vegetation cover on the Loess Plateau, China, between 1982 and 2013: possible causes and potential impacts
Source: Springer Science and Business Media LLC
Correlations between Urbanization and Vegetation Degradation across the World’s Metropolises Using DMSP/OLS Nighttime Light Data
Source: MDPI AG
Improved Modeling of Gross Primary Productivity of Alpine Grasslands on the Tibetan Plateau Using the Biome-BGC Model
Source: MDPI AG
European plant phenology and climate as seen in a 20-year AVHRR land-surface parameter dataset
Source: Informa UK Limited
Monitoring East African vegetation using AVHRR data
Source: Informa UK Limited
Application and validation of a desertification risk index using data for Lebanon
Source: Emerald
CHANGE IN VEGETATION GROWTH OVER EURASIA
Source: Wiley
Disentangling Climate and Disturbance Effects on Regional Vegetation Greening Trends
Source: Springer Science and Business Media LLC
Satellite monitoring of boreal forest phenology and its climatic responses in Eurasia
Source: Informa UK Limited
NDVI-Based Long-Term Vegetation Dynamics and Its Response to Climatic Change in the Mongolian Plateau
Source: MDPI AG
Rainfall and foliar dynamics in tropical Southern Africa: Potential impacts of global climatic change on savanna vegetation
Source: Springer Science and Business Media LLC
Selecting the Optimal NDVI Time-Series Reconstruction Technique for Crop Phenology Detection
Source: TSI Press
Remote sensing of weather impacts on vegetation in non-homogeneous areas
Source: Informa UK Limited
Spatio-Temporal Reconstruction of MODIS NDVI by Regional Land Surface Phenology and Harmonic Analysis of Time-Series
Source: Informa UK Limited
Autumn leaf phenology: discrepancies between in situ observations and satellite data at urban and rural sites
Source: Informa UK Limited
Use of the Standardized Precipitation Evapotranspiration Index (SPEI) to Characterize the Drying Trend in Southwest China from 1982–2012
Source: MDPI AG
WATER VOLUME CHANGE IN THE LOWER MEKONG FROM SATELLITE ALTIMETRY AND IMAGERY DATA
Source: Oxford University Press (OUP)
Flood mapping in the lower Mekong River Basin using daily MODIS observations
Source: Informa UK Limited
Seasonal Variation in Aboveground Production and Radiation-use Efficiency of Temperate rangelands Estimated through Remote Sensing
Source: Springer Science and Business Media LLC
A maximum entropy method to extract urban land by combining MODIS reflectance, MODIS NDVI, and DMSP-OLS data
Source: Informa UK Limited
Red and near-infrared sensor response to off-nadir viewing
Source: Informa UK Limited
Dryland soils in northern China sequester carbon during the early 2000s warming hiatus period
Source: Wiley
NDVI indicated characteristics of vegetation cover change in China’s metropolises over the last three decades
Source: Springer Science and Business Media LLC
Spatiotemporal variation and influencing factors of vegetation cover in the ecologically fragile areas of China from 2000 to 2015: a case study in Shaanxi Province.
Source: Springer Science and Business Media LLC
Assessing the impact of urban development on net primary productivity during 2000–2010 in Taihu Basin
Source: Springer Science and Business Media LLC
Quantitative comparison of the operational NOAA-AVHRR LST product of DLR and the MODIS LST product V005
Source: Informa UK Limited
Soil Stoichiometry Under Global Change
Source: American Geophysical Union (AGU)
Winter wheat mapping using temporal signatures of MODIS vegetation index data
Source: Informa UK Limited
Mapping burned areas in Mediterranean countries using spectral mixture analysis from a uni‐temporal perspective
Source: Informa UK Limited
Changes in Vegetation Greenness in the Upper and Middle Reaches of the Yellow River Basin over 2000–2015
Source: Multidisciplinary Digital Publishing Institute
Spatio-temporal quality distribution of MODIS vegetation collections 5 and 6: implications for forest-non-forest separability
Source: Informa UK Limited
CHANGES IN VEGETATION NPP IN CHINA
Source: American Geophysical Union (AGU)
Global vegetation resistance and resilience
Source: Wiley
Rainfall and vegetation monitoring in the Savanna Zone of the Democratic Republic of Sudan using the NOAA Advanced Very High Resolution Radiometer
Source: Informa UK Limited
Drought dominates the interannual variability in global terrestrial net primary production by controlling semi-arid ecosystems
Source: Springer Science and Business Media LLC
Determination of Appropriate Remote Sensing Indices for Spring Wheat Yield Estimation in Mongolia
Source: Multidisciplinary Digital Publishing Institute
Land cover 2.0
Source: Informa UK Limited
Filling missing data and smoothing altered data in satellite imagery with a spatial functional procedure
Source: Springer
Weighted Double-Logistic Function Fitting Method for Reconstructing the High-Quality Sentinel-2 NDVI Time Series Data Set
Source: MDPI AG
The potential of satellite remote sensing of ecological conditions for survey and forecasting desert-locust activity
Source: Informa UK Limited
Optimal directional view angles for remote-sensing missions
Source: Informa UK Limited
Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection
Source: MDPI AG
Vegetation-Climate Interactions on the Loess Plateau: A Nonlinear Granger Causality Analysis
Source: American Geophysical Union (AGU)
Evaluating spatial within plot crop variability for different management practices with an optical sensor
Source: Springer Science and Business Media LLC
The Best Index Slope Extraction ( BISE): A method for reducing noise in NDVI time-series
Source: Informa UK Limited
An automated cloud detection method for daily NOAA 16 advanced very high resolution radiometer data over Texas and Mexico
Source: American Geophysical Union (AGU)
Landsat Analysis Ready Data for Global Land Cover and Land Cover Change Mapping
Source: MDPI AG
Does Climate Change or Human Activity Lead to the Degradation in the Grassland Ecosystem in a Mountain-Basin System in an Arid Region of China?
Source: MDPI AG
Spectral Properties of Plants
Source: The Optical Society
Vegetation and soil lines in visible spectral space: a concept and technique for remote estimation of vegetation fraction
Source: Informa UK Limited
Assessing land transformation and associated degradation of the west part of Ganga River Basin using forest cover land use mapping and residual trend analysis
Source: Springer Science and Business Media LLC
Implications of accounting for land use in simulations of ecosystem carbon cycling in Africa
Source: HAL CCSD
Spatial and Temporal Variation of Drought Based on Satellite Derived Vegetation Condition Index in Nepal from 1982–2015
Source: MDPI AG
NDVI-Based Vegetation Change in Inner Mongolia from 1982 to 2006 and Its Relationship to Climate at the Biome Scale
Source: Hindawi Limited
Satellite Monitoring of Vegetation Response to Precipitation and Dust Storm Outbreaks in Gobi Desert Regions
Source: Multidisciplinary Digital Publishing Institute
GEMI: a non-linear index to monitor global vegetation from satellites
Source: Springer Science and Business Media LLC
Reducing Uncertainty in Modeling the NDVI-Precipitation Relationship: A Comparative Study Using Global and Local Regression Techniques
Source: Informa UK Limited
Monitoring arid lands using AVHRR-observed visible reflectance and SMMR-37 GHz polarization difference
Source: Informa UK Limited
Study of the potential of alternative crops by integration of multisource data using a neuro-fuzzy technique
Source: Informa UK Limited
Vegetation and hydrogeomorphic features of a large lowland river: NDVI patterns summarizing fluvial dynamics and supporting interpretations of ecological patterns
Source: Wiley
ENSO effects on sediment production
Source: Wiley
The 1 km AVHRR global land data set: first stages in implementation
Source: Informa UK Limited
Assessment of values and trends in coarse spatial resolution NDVI datasets in Southeast Asia landscapes
Source: Informa UK Limited
Vegetation Dynamics and Diverse Responses to Extreme Climate Events in Different Vegetation Types of Inner Mongolia
Source: MDPI AG
Comparison of Normalized Difference Vegetation Index Derived from Landsat, MODIS, and AVHRR for the Mesopotamian Marshes Between 2002 and 2018
Source: MDPI AG
Forest biomass carbon stocks in China over the past 2 decades: Estimation based on integrated inventory and satellite data
Source: American Geophysical Union (AGU)
Pixel-Based Image Compositing for Large-Area Dense Time Series Applications and Science
Source: Informa UK Limited
Development of Dense Time Series 30-m Image Products from the Chinese HJ-1A/B Constellation: A Case Study in Zoige Plateau, China
Source: Multidisciplinary Digital Publishing Institute
Examining the impact of regional land use and land cover changes on temperature: the case of Eastern India
Source: Springer Science and Business Media LLC
Assessment of vegetation dynamics and their response to variations in precipitation and temperature in the Tibetan Plateau
Source: Springer Science and Business Media LLC
Evaluating different NDVI composite techniques using NOAA-14 AVHRR data
Source: Informa UK Limited
The surface temperature-vegetation index space for land cover and land-cover change analysis
Source: Informa UK Limited
Spatiotemporal changes in vegetation net primary productivity in the arid region of Northwest China, 2001 to 2012
Source: Springer Science and Business Media LLC
Variation of Net Primary Production and Its Correlation with Climate Change and Anthropogenic Activities over the Tibetan Plateau
Source: Multidisciplinary Digital Publishing Institute
Effect of climate and thaw depth on alpine vegetation variations at different permafrost degrading stages in the Tibetan Plateau, China
Source: Taylor & Francis Group
Recent NDVI Trends in Mainland Spain: Land-Cover and Phytoclimatic-Type Implications
Source: Multidisciplinary Digital Publishing Institute
Monitoring environmental health using SPOT-VEGETATION-derived and field-measured spectral indices in Karabash, Russia
Source: Informa UK Limited
Directional reflectance response in AVHRR red and near-IR bands for three cover types and varying atmospheric conditions
Source: Elsevier BV
NDVI-Based Analysis on the Influence of Climate Change and Human Activities on Vegetation Restoration in the Shaanxi-Gansu-Ningxia Region, Central China
Source: MDPI AG
Time‐lag effects of global vegetation responses to climate change
Source: Wiley
Modeling the Effects of the Urban Built-Up Environment on Plant Phenology Using Fused Satellite Data
Source: MDPI AG
Prediction of Drought on Pentad Scale Using Remote Sensing Data and MJO Index through Random Forest over East Asia
Source: MDPI AG
Terrestrial Biomass and the Effects of Deforestation on the Global Carbon Cycle
Source: Oxford University Press (OUP)
Demonstration of Percent Tree Cover Mapping Using Landsat Analysis Ready Data (ARD) and Sensitivity with Respect to Landsat ARD Processing Level
Source: Multidisciplinary Digital Publishing Institute
Estimating fractional cover of plant functional types in African savannah from harmonic analysis of MODIS time-series data
Source: Informa UK Limited
Estimating Daily Land Surface Temperatures in Mountainous Environments by Reconstructed MODIS LST Data
Source: MDPI AG
Improving Aboveground Forest Biomass Maps: From High-Resolution to National Scale
Source: MDPI
Satellite-indicated long-term vegetation changes and their drivers on the Mongolian Plateau
Source: Springer Science and Business Media LLC
Enhanced growth after extreme wetness compensates for post-drought carbon loss in dry forests.
Source: HAL CCSD
Decadal declines in avian herbivore reproduction: density-dependent nutrition and phenological mismatch in the Arctic.
Source: Wiley
A continental phenology model for monitoring vegetation responses to interannual climatic variability
Source: American Geophysical Union (AGU)
Effect of Temperature and Precipitation on the Vegetation Dynamics of High and Moderate Altitude Natural Forests in India
Source: Springer Science and Business Media LLC
Evaluation of Spatiotemporal Variations of Global Fractional Vegetation Cover Based on GIMMS NDVI Data from 1982 to 2011
Source: Multidisciplinary Digital Publishing Institute
Spatial and Temporal Variation of NDVI in Response to Climate Change and the Implication for Carbon Dynamics in Nepal
Source: Multidisciplinary Digital Publishing Institute
Interannual variation in global-scale net primary production: Testing model estimates
Source: eScholarship, University of California
North American vegetation patterns observed with the NOAA-7 advanced very high resolution radiometer
Source: Springer Science and Business Media LLC
Drought events and their effects on vegetation productivity in China
Source: Wiley
SOIL ORGANIC CARBON IN TIBETAN GRASSLANDS
Source: Wiley
Detecting Spatiotemporal Changes in Vegetation with the BFAST Model in the Qilian Mountain Region during 2000-2017
Source: MDPI AG
Open fires in Greenland in summer 2017: transport, deposition and radiative effects of BC, OC and BrC emissions
Source: Copernicus GmbH
Spring temperature change and its implication in the change of vegetation growth in North America from 1982 to 2006
Source: Proceedings of the National Academy of Sciences
Evapotranspiration Estimation Using Surface Energy Balance System Model: A Case Study in the Nagqu River Basin
Source: Multidisciplinary Digital Publishing Institute
Remotely Sensed Boro Rice Production Forecasting Using MODIS-NDVI: A Bangladesh Perspective
Source: Multidisciplinary Digital Publishing Institute
Global analysis of the relationships among a vegetation index, precipitation and land surface temperature
Source: Informa UK Limited
The Relationship between NDVI and Climate Factors at Different Monthly Time Scales: A Case Study of Grasslands in Inner Mongolia, China (1982–2015)
Source: Multidisciplinary Digital Publishing Institute
Relating the Global Vegetation Index to net primary productivity and actual evapotranspiration over Africa
Source: Informa UK Limited
Large-Area Gap Filling of Landsat Reflectance Time Series by Spectral-Angle-Mapper Based Spatio-Temporal Similarity (SAMSTS)
Source: Multidisciplinary Digital Publishing Institute
Classification management for grassland using MODIS data: a case study in the Gannan region, China
Source: Informa UK Limited
Satellite remote sensing of total dry matter production in the Senegalese Sahel
Source: Elsevier BV
Grassland Conservation in Inner Mongolia
Source: Wiley
Analysis of determinants of mammalian species richness in South America using spatial autoregressive models
Source: Wiley
Modelling habitat selection by steppe birds
Source: Wiley
VEGETATION/SPOT: an operational mission for the Earth monitoring; presentation of new standard products
Source: Informa UK Limited
A spatial regression procedure for evaluating the relationship between AVHRR-NDVI and climate in the northern Great Plains
Source: Informa UK Limited
Analysis of the dynamics of African vegetation using the normalized difference vegetation index
Source: Informa UK Limited
Comparing MODIS vegetation indices with AVHRR NDVI for monitoring the forage quantity and quality in Inner Mongolia grassland, China
Source: Wiley
A comparative study of satellite and ground-based phenology.
Source: ETH Zurich
An automated approach to map the history of forest disturbance from insect mortality and harvest with landsat time-series data
Source: Multidisciplinary Digital Publishing Institute
Predicting slow‐drying fire weather index fuel moisture codes with NOAA‐AVHRR images in Canada's northern boreal forests
Source: Informa UK Limited
Impact of resettlement scheme on vegetation cover and its implications on conservation in Chewaka district of Ethiopia
Source: Springer Science and Business Media LLC
Dynamic Analysis of Ecological Environment Quality Combined with Water Conservation Changes in National Key Ecological Function Areas in China
Source: MDPI AG
Response of NDVI dynamics to precipitation in the Beijing–Tianjin sandstorm source region
Source: Informa UK Limited
Hidden Markov Models for Real-Time Estimation of Corn Progress Stages Using MODIS and Meteorological Data
Source: Multidisciplinary Digital Publishing Institute
Comparison of Grassland Phenology Derived from MODIS Satellite and PhenoCam Near-Surface Remote Sensing in North America
Source: Informa UK Limited
Temporal and spatial heterogeneity of drought impact on vegetation growth on the Inner Mongolian Plateau
Source: CSIRO Publishing

Linking provided by 
Download PDF

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.