Scaling Phenocam GCC, NDVI, and EVI2 with Harmonized Landsat-Sentinel using Gaussian Processes

DATimeS: A machine learning time series GUI toolbox for gap-filling and vegetation phenology trends detection

(2020) Santiago Belda et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Testing Hopkins’ Bioclimatic Law with PhenoCam data

(2019) Andrew D. Richardson et al.   Applications in Plant Sciences

Monitoring Landscape Dynamics in Central U.S. Grasslands with Harmonized Landsat-8 and Sentinel-2 Time Series Data

(2019) Qiang Zhou et al.   Remote Sensing

Comparison of Grassland Phenology Derived from MODIS Satellite and PhenoCam Near-Surface Remote Sensing in North America

(2019) Tengfei Cui et al.   CANADIAN JOURNAL OF REMOTE SENSING

A review of vegetation phenological metrics extraction using time-series, multispectral satellite data

(2019) Linglin Zeng et al.   REMOTE SENSING OF ENVIRONMENT

Evaluation of land surface phenology from VIIRS data using time series of PhenoCam imagery

(2018) Xiaoyang Zhang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Estimation of plant area index and phenological transition dates from digital repeat photography and radiometric approaches in a hardwood forest in the Northeastern United States

(2018) Motomu Toda et al.   AGRICULTURAL AND FOREST METEOROLOGY

NDVI derived from near-infrared-enabled digital cameras: Applicability across different plant functional types

(2018) Gianluca Filippa et al.   AGRICULTURAL AND FOREST METEOROLOGY

8 million phenological and sky images from 29 ecosystems from the Arctic to the tropics: the Phenological Eyes Network

(2018) Shin Nagai et al.   ECOLOGICAL RESEARCH

Machine Learning Regression Techniques for the Silage Maize Yield Prediction Using Time-Series Images of Landsat 8 OLI

(2018) Hossein Aghighi et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Land surface phenology: What do we really ‘see’ from space?

(2018) David Helman   SCIENCE OF THE TOTAL ENVIRONMENT

Climatic controls of the spatial patterns of vegetation phenology in mid-latitude grasslands of the Northern Hemisphere

(2018) Shilong Ren et al.   Journal of Geophysical Research-Biogeosciences

Integrating camera imagery, crowdsourcing, and deep learning to improve high-frequency automated monitoring of snow at continental-to-global scales

(2018) Margaret Kosmala et al.   PLoS One

The Harmonized Landsat and Sentinel-2 surface reflectance data set

(2018) Martin Claverie et al.   REMOTE SENSING OF ENVIRONMENT

A Dynamic Landsat Derived Normalized Difference Vegetation Index (NDVI) Product for the Conterminous United States

(2017) Nathaniel Robinson et al.   Remote Sensing

Phenocams Bridge the Gap between Field and Satellite Observations in an Arid Grassland Ecosystem

(2017) Dawn Browning et al.   Remote Sensing

Comparisons of global land surface seasonality and phenology derived from AVHRR, MODIS, and VIIRS data

(2017) Xiaoyang Zhang et al.   Journal of Geophysical Research-Biogeosciences

A smart classifier for extracting environmental data from digital image time-series: Applications for PhenoCam data in a tidal salt marsh

(2016) Jessica L. O'Connell et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Using phenocams to monitor our changing Earth: toward a global phenocam network

(2016) Tim B Brown et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Satellite remote sensing of grasslands: from observation to management

(2016) Iftikhar Ali et al.   Journal of Plant Ecology

Season Spotter: Using Citizen Science to Validate and Scale Plant Phenology from Near-Surface Remote Sensing

(2016) Margaret Kosmala et al.   Remote Sensing

Satellite remote sensing of grasslands: from observation to management

(2016) Iftikhar Ali et al.   Journal of Plant Ecology

A Survey on Gaussian Processes for Earth-Observation Data Analysis: A Comprehensive Investigation

(2016) Gustau Camps-Valls et al.   IEEE Geoscience and Remote Sensing Magazine

Using digital camera images to analyse snowmelt and phenology of a subalpine grassland

(2014) Tommaso Julitta et al.   AGRICULTURAL AND FOREST METEOROLOGY

Monitoring vegetation phenology using an infrared-enabled security camera

(2014) Anika R. Petach et al.   AGRICULTURAL AND FOREST METEOROLOGY

Standardized phenology monitoring methods to track plant and animal activity for science and resource management applications

(2014) Ellen G. Denny et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Climate change, phenology, and phenological control of vegetation feedbacks to the climate system

(2012) Andrew D. Richardson et al.   AGRICULTURAL AND FOREST METEOROLOGY

Optimal Detection of Changepoints With a Linear Computational Cost

(2012) R. Killick et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Digital repeat photography for phenological research in forest ecosystems

(2011) Oliver Sonnentag et al.   AGRICULTURAL AND FOREST METEOROLOGY

Landscape controls on the timing of spring, autumn, and growing season length in mid-Atlantic forests

(2011) Andrew J. Elmore et al.   GLOBAL CHANGE BIOLOGY

Retrieval of Vegetation Biophysical Parameters Using Gaussian Process Techniques

(2011) J. Verrelst et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Linking near-surface and satellite remote sensing measurements of deciduous broadleaf forest phenology

(2011) Koen Hufkens et al.   REMOTE SENSING OF ENVIRONMENT

Use of digital cameras for phenological observations

(2010) Reiko Ide et al.   Ecological Informatics

Near-surface remote sensing of spatial and temporal variation in canopy phenology

(2009) Andrew D. Richardson et al.   ECOLOGICAL APPLICATIONS

Clarifying springtime temperature reconstructions of the medieval period by gap-filling the cherry blossom phenological data series at Kyoto, Japan

(2009) Yasuyuki Aono et al.   INTERNATIONAL JOURNAL OF BIOMETEOROLOGY

Development of a two-band enhanced vegetation index without a blue band

(2008) Z JIANG et al.   REMOTE SENSING OF ENVIRONMENT

Phenological data series of cherry tree flowering in Kyoto, Japan, and its application to reconstruction of springtime temperatures since the 9th century

(2007) Yasuyuki Aono et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY