Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

A novel algorithm for the generation of gap-free time series by fusing harmonized Landsat 8 and Sentinel-2 observations with PhenoCam time series for detecting land surface phenology

Journal Article · · Remote Sensing of Environment
Not provided.
Research Organization:
Princeton Univ., NJ (United States)
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
SC0016011
OSTI ID:
2420454
Journal Information:
Remote Sensing of Environment, Journal Name: Remote Sensing of Environment Journal Issue: C Vol. 282; ISSN 0034-4257
Publisher:
Elsevier
Country of Publication:
United States
Language:
English

References (108)

Earlier plant flowering in spring as a response to global warming in the Washington, DC, area journal April 2001
Remote sensing phenological monitoring framework to characterize corn and soybean physiological growing stages journal October 2020
Multiscale assessment of land surface phenology from harmonized Landsat 8 and Sentinel-2, PlanetScope, and PhenoCam imagery journal December 2021
Disappearing Arctic tundra ponds: Fine-scale analysis of surface hydrology in drained thaw lake basins over a 65 year period (1948-2013): Disappearing Arctic tundra ponds journal March 2015
A spatially explicit modeling analysis of adaptive variation in temperate tree phenology journal March 2019
Land-Surface Phenologies from AVHRR Using the Discrete Fourier Transform journal March 2001
Measuring phenological variability from satellite imagery journal October 1994
Evaluation of land surface phenology from VIIRS data using time series of PhenoCam imagery journal June 2018
Phenocams Bridge the Gap between Field and Satellite Observations in an Arid Grassland Ecosystem journal October 2017
Analysis of the phenology of global vegetation using meteorological satellite data journal August 1985
Automatic cloud and cloud shadow detection in tropical areas for PlanetScope satellite images journal October 2021
Generation and evaluation of the VIIRS land surface phenology product journal October 2018
Scaling Phenocam GCC, NDVI, and EVI2 with Harmonized Landsat-Sentinel using Gaussian Processes journal April 2021
Evaluation of the onset of green-up in temperate deciduous broadleaf forests derived from Moderate Resolution Imaging Spectroradiometer (MODIS) data journal May 2008
Intercomparison of phenological transition dates derived from the PhenoCam Dataset V1.0 and MODIS satellite remote sensing journal April 2018
Tracking vegetation phenology across diverse biomes using Version 2.0 of the PhenoCam Dataset journal October 2019
Development of vegetation and soil indices for MODIS-EOS journal September 1994
Robust Landsat-based crop time series modelling journal March 2020
Land surface phenology, climatic variation, and institutional change: Analyzing agricultural land cover change in Kazakhstan journal February 2004
A Method for Robust Estimation of Vegetation Seasonality from Landsat and Sentinel-2 Time Series Data journal April 2018
Characterizing spatiotemporal dynamics in phenology of urban ecosystems based on Landsat data journal December 2017
On the blending of the Landsat and MODIS surface reflectance: predicting daily Landsat surface reflectance journal August 2006
Land surface phenology as indicator of global terrestrial ecosystem dynamics: A systematic review journal January 2021
Tracking vegetation phenology across diverse North American biomes using PhenoCam imagery journal March 2018
Mapping corn and soybean phenometrics at field scales over the United States Corn Belt by fusing time series of Landsat 8 and Sentinel-2 data with VIIRS data journal April 2022
Near-surface remote sensing of spatial and temporal variation in canopy phenology journal September 2009
Continental-scale land surface phenology from harmonized Landsat 8 and Sentinel-2 imagery journal April 2020
Agricultural crop discrimination in a heterogeneous low-mountain range region based on multi-temporal and multi-sensor satellite data journal December 2020
A new generation of the United States National Land Cover Database: Requirements, research priorities, design, and implementation strategies journal December 2018
Land surface phenology along urban to rural gradients in the U.S. Great Plains journal August 2015
Spring and Autumn Phenological Variability across Environmental Gradients of Great Smoky Mountains National Park, USA journal April 2017
Investigation of Urbanization Effects on Land Surface Phenology in Northeast China during 2001–2015 journal January 2017
Definition of Spatially Variable Spectral Endmembers by Locally Calibrated Multivariate Regression Analyses journal January 2001
Fusing Landsat and MODIS Data for Vegetation Monitoring journal September 2015
The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models journal January 1998
Development and evaluation of a new algorithm for detecting 30 m land surface phenology from VIIRS and HLS time series journal March 2020
Standardized phenology monitoring methods to track plant and animal activity for science and resource management applications journal January 2014
Sensitivity of vegetation phenology detection to the temporal resolution of satellite data journal April 2009
Tracking the rhythm of the seasons in the face of global change: phenological research in the 21st century
  • Morisette, Jeffrey T.; Richardson, Andrew D.; Knapp, Alan K.
  • Frontiers in Ecology and the Environment, Vol. 7, Issue 5 https://doi.org/10.1890/070217
journal June 2009
Validating satellite phenology through intensive ground observation and landscape scaling in a mixed seasonal forest journal January 2011
Characterising the Land Surface Phenology of Europe Using Decadal MERIS Data journal July 2015
Monitoring vegetation phenology using MODIS journal March 2003
The Harmonized Landsat and Sentinel-2 surface reflectance data set journal December 2018
A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky–Golay filter journal June 2004
Assessment of Spatio-Temporal Patterns of Black Spruce Bud Phenology across Quebec Based on MODIS-NDVI Time Series and Field Observations journal November 2019
Using phenocams to monitor our changing Earth: toward a global phenocam network journal March 2016
Exploration of scaling effects on coarse resolution land surface phenology journal March 2017
A Two-Step Filtering approach for detecting maize and soybean phenology with time-series MODIS data journal October 2010
Comparing in-situ leaf observations in early spring with flux tower CO2 exchange, MODIS EVI and modeled LAI in a northern mixed forest journal November 2019
Characteristics of maximum-value composite images from temporal AVHRR data journal November 1986
Leaf phenology in 22 North American tree species during the 21st century journal April 2009
Phenological tracking enables positive species responses to climate change journal August 2012
Reconstruction of a complete global time series of daily vegetation index trajectory from long-term AVHRR data journal January 2015
Understanding the relationship between vegetation greenness and productivity across dryland ecosystems through the integration of PhenoCam, satellite, and eddy covariance data journal March 2019
Land surface phenology: What do we really ‘see’ from space? journal March 2018
Green leaf phenology at Landsat resolution: Scaling from the field to the satellite journal January 2006
Herbarium specimens show patterns of fruiting phenology in native and invasive plant species across New England journal January 2018
Global phenological response to climate change in crop areas using satellite remote sensing of vegetation, humidity and temperature over 26years journal November 2012
Assessing satellite-derived start-of-season measures in the conterminous USA journal January 2002
Land surface phenology retrievals for arid and semi-arid ecosystems journal March 2022
Pan European Phenological database (PEP725): a single point of access for European data journal February 2018
Global vegetation phenology from Moderate Resolution Imaging Spectroradiometer (MODIS): Evaluation of global patterns and comparison with in situ measurements: GLOBAL PHENOLOGY FROM MODIS journal December 2006
A curve fitting procedure to derive inter-annual phenologies from time series of noisy satellite NDVI data journal January 2007
Toward mapping crop progress at field scales through fusion of Landsat and MODIS imagery journal January 2017
Evaluating remote sensing of deciduous forest phenology at multiple spatial scales using PhenoCam imagery journal January 2014
Detecting interannual variation in deciduous broadleaf forest phenology using Landsat TM/ETM+ data journal May 2013
Urbanization diversifies land surface phenology in arid environments: Interactions among vegetation, climatic variation, and land use pattern in the Phoenix metropolitan region, USA journal March 2012
Characterizing Land Surface Phenology and Exotic Annual Grasses in Dryland Ecosystems Using Landsat and Sentinel-2 Data in Harmony journal February 2020
Thematic accuracy assessment of the NLCD 2016 land cover for the conterminous United States journal May 2021
Onset of spring starting earlier across the Northern Hemisphere journal February 2006
Ecological impacts of a widespread frost event following early spring leaf-out journal May 2012
Comparing land surface phenology with leafing and flowering observations from the PlantWatch citizen network journal April 2015
Multisite analysis of land surface phenology in North American temperate and boreal deciduous forests from Landsat journal December 2016
The availability of cloud-free Landsat ETM+ data over the conterminous United States and globally journal March 2008
A hybrid approach for detecting corn and soybean phenology with time-series MODIS data journal August 2016
An Improved Flexible Spatiotemporal DAta Fusion (IFSDAF) method for producing high spatiotemporal resolution normalized difference vegetation index time series journal June 2019
Fusing Geostationary Satellite Observations with Harmonized Landsat-8 and Sentinel-2 Time Series for Monitoring Field-Scale Land Surface Phenology journal November 2021
Impacts of spatial heterogeneity on crop area mapping in Canada using MODIS data journal September 2016
Multidecadal Changes and Interannual Variation in Springtime Phenology of North American Temperate and Boreal Deciduous Forests journal March 2018
The footprint of urban climates on vegetation phenology: FOOTPRINT OF URBAN CLIMATES ON VEGETATION journal June 2004
Land surface phenology from MODIS: Characterization of the Collection 5 global land cover dynamics product journal August 2010
A comparison of methods for estimating fractional green vegetation cover within a desert-to-upland transition zone in central New Mexico, USA journal October 2005
Change point estimation of deciduous forest land surface phenology journal April 2020
Regional-scale phenology modeling based on meteorological records and remote sensing observations: REGIONAL PHENOLOGY MODELING journal September 2012
Development of a two-band enhanced vegetation index without a blue band journal October 2008
The Plant Phenology Ontology: A New Informatics Resource for Large-Scale Integration of Plant Phenology Data journal May 2018
The value of wetlands: importance of scale and landscape setting journal October 2000
Assessing Forest Phenology: A Multi-Scale Comparison of Near-Surface (UAV, Spectral Reflectance Sensor, PhenoCam) and Satellite (MODIS, Sentinel-2) Remote Sensing journal April 2021
Resource selection and wintering phenology of White-winged Scoters in southern New England: Implications for offshore wind energy development journal February 2019
Using data from Landsat, MODIS, VIIRS and PhenoCams to monitor the phenology of California oak/grass savanna and open grassland across spatial scales journal May 2017
Land Surface Phenology and Land Surface Temperature Changes Along an Urban–Rural Gradient in Yangtze River Delta, China journal June 2013
Generalization of the geometric mean functional relationship journal January 1997
Impacts of land cover and land use change on long-term trend of land surface phenology: a case study in agricultural ecosystems journal April 2019
Deep learning in remote sensing applications: A meta-analysis and review journal June 2019
Influence of spring phenology on seasonal and annual carbon balance in two contrasting New England forests journal January 2009
Long-term continuity in land surface phenology measurements: A comparative assessment of the MODIS land cover dynamics and VIIRS land surface phenology products journal June 2019
Comparison of cloud-reconstruction methods for time series of composite NDVI data journal March 2010
Lilac and honeysuckle phenology data 1956–2014 journal July 2015
Global land surface phenology trends from GIMMS database journal July 2009
Assessing spatio‐temporal variations in plant phenology using Fourier analysis on NDVI time series: results from a dry savannah environment in Namibia journal August 2006
Monitoring fall foliage coloration dynamics using time-series satellite data journal February 2011
Digital repeat photography for phenological research in forest ecosystems journal January 2012
A global analysis of the temporal availability of PlanetScope high spatial resolution multi-spectral imagery journal October 2021
The growth, reproductive phenology, and longevity of non-tide-pool Fucus distichus (L.) powell in New England journal April 1983
Combining medium and coarse spatial resolution satellite data to improve the estimation of sub-pixel NDVI time series journal January 2008
Landscape controls on the timing of spring, autumn, and growing season length in mid-Atlantic forests journal September 2011
Cropland distributions from temporal unmixing of MODIS data journal November 2004
NOAA-AVHRR NDVI decomposition and subpixel classification using linear mixing in the Argentinean Pampa journal May 1995