Digital cameras can provide a consistent view of vegetation phenology at fine spatial and temporal scales that are impractical to collect manually and are currently unobtainable by satellite and most aerial based sensors. This study links greenness indices derived from digital images in a network of rangeland and forested sites in Montana and Idaho to 16-day normalized difference vegetation index (NDVI) from NASA’s Moderate Resolution Imaging Spectroradiometer (MODIS). Multiple digital cameras were placed along a transect at each site to increase the observational footprint and correlation with the coarser MODIS NDVI. Digital camera phenology indices were averaged across cameras on a site to derive phenological curves. The phenology c...
Satellite remote sensing of plant phenology provides an important indicator of climate change. Howev...
Assessing the health of rangeland ecosystems based solely on annual biomass production does not full...
Satellite remote sensing of plant phenology provides an important indicator of climate change. Howev...
Digital cameras can provide a consistent view of vegetation phenology at fine spatial and temporal s...
Ground validation of satellite-based vegetation phenology has been challenging because ground phenol...
Time series of vegetation indices (e.g. normalized difference vegetation index [NDVI]) and color ind...
Background/Question/Methods Regional-to-continental scale monitoring of phenology has recently emerg...
Time series of vegetation indices (e.g. normalized difference vegetation index [NDVI]) and color ind...
Changes in the timing of plant phenology are important indicators of inter-annual climatic variation...
In recent years several studies have used digital cameras and webcams to monitor green leaf phenolog...
Near surface (i.e., camera) and satellite remote sensing metrics have become widely used indicators ...
Three years of flux-tower-derived normalized difference vegetation index (NDVI) data were compared w...
Assessing the health of rangeland ecosystems based solely on the annual biomass production does not ...
Near surface (i.e., camera) and satellite remote sensing metrics have become widely used indicators ...
Land surface phenology (LSP) has been widely retrieved from time series of various satellite instrum...
Satellite remote sensing of plant phenology provides an important indicator of climate change. Howev...
Assessing the health of rangeland ecosystems based solely on annual biomass production does not full...
Satellite remote sensing of plant phenology provides an important indicator of climate change. Howev...
Digital cameras can provide a consistent view of vegetation phenology at fine spatial and temporal s...
Ground validation of satellite-based vegetation phenology has been challenging because ground phenol...
Time series of vegetation indices (e.g. normalized difference vegetation index [NDVI]) and color ind...
Background/Question/Methods Regional-to-continental scale monitoring of phenology has recently emerg...
Time series of vegetation indices (e.g. normalized difference vegetation index [NDVI]) and color ind...
Changes in the timing of plant phenology are important indicators of inter-annual climatic variation...
In recent years several studies have used digital cameras and webcams to monitor green leaf phenolog...
Near surface (i.e., camera) and satellite remote sensing metrics have become widely used indicators ...
Three years of flux-tower-derived normalized difference vegetation index (NDVI) data were compared w...
Assessing the health of rangeland ecosystems based solely on the annual biomass production does not ...
Near surface (i.e., camera) and satellite remote sensing metrics have become widely used indicators ...
Land surface phenology (LSP) has been widely retrieved from time series of various satellite instrum...
Satellite remote sensing of plant phenology provides an important indicator of climate change. Howev...
Assessing the health of rangeland ecosystems based solely on annual biomass production does not full...
Satellite remote sensing of plant phenology provides an important indicator of climate change. Howev...