PhenoCam: An evolving, open-source tool to study the temporal and spatial variability of ecosystem-scale phenology

Phenological assessment of transpiration: The stem-temp approach for determining start and end of season

(2023) Magali F. Nehemy et al.   AGRICULTURAL AND FOREST METEOROLOGY

Mitigation potential and trade-offs for nitrous oxide emissions and carbon balances of irrigated mixed-species and ryegrass-clover pastures

(2023) Johannes Laubach et al.   AGRICULTURAL AND FOREST METEOROLOGY

Plant phenology drives seasonal changes in shear stress partitioning in a semi-arid rangeland

(2023) Nancy P. Ziegler et al.   AGRICULTURAL AND FOREST METEOROLOGY

The NEON Ecological Forecasting Challenge

(2023) R Quinn Thomas et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Experimental warming causes mismatches in alpine plant-microbe-fauna phenology

(2023) Rui Yin et al.   Nature Communications

Leaf phenology as an indicator of ecological integrity

(2023) Lynsay Spafford et al.   Ecosphere

Gross primary production (GPP) and red solar induced fluorescence (SIF) respond differently to light and seasonal environmental conditions in a subalpine conifer forest

(2022) Julia C. Yang et al.   AGRICULTURAL AND FOREST METEOROLOGY

A background-free phenology index for improved monitoring of vegetation phenology

(2022) Zhiying Xie et al.   AGRICULTURAL AND FOREST METEOROLOGY

Earlier snowmelt predominates advanced spring vegetation greenup in Alaska

(2022) Jiangshan Zheng et al.   AGRICULTURAL AND FOREST METEOROLOGY

The increasing relevance of phenology to conservation

(2022) A. K. Ettinger et al.   Nature Climate Change

Quantifying canopy conductance in a pine forest during drought from combined sap flow and canopy surface temperature measurements

(2022) Tom Taborski et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evergreen broadleaf greenness and its relationship with leaf flushing, aging, and water fluxes

(2022) Yunpeng Luo et al.   AGRICULTURAL AND FOREST METEOROLOGY

Global Climate

(2022) Robert J. H. Dunn et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

Increased drought effects on the phenology of autumn leaf senescence

(2022) Chaoyang Wu et al.   Nature Climate Change

Green-up and brown-down: Modelling grassland foliage phenology responses to soil moisture availability

(2022) Jinyan Yang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Predicting spring green-up across diverse North American grasslands

(2022) Alison K. Post et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

(2021) Morgen W.V. Burke et al.   AGRICULTURAL AND FOREST METEOROLOGY

Biophysical drivers of net ecosystem and methane exchange across phenological phases in a tidal salt marsh

(2021) Alma Vázquez-Lule et al.   AGRICULTURAL AND FOREST METEOROLOGY

Linking vegetation spectral reflectance with ecosystem carbon phenology in a temperate salt marsh

(2021) Andrew C. Hill et al.   AGRICULTURAL AND FOREST METEOROLOGY

Continuous observations of forest canopy structure using low-cost digital camera traps

(2021) Francesco Chianucci et al.   AGRICULTURAL AND FOREST METEOROLOGY

Seasonality in aerodynamic resistance across a range of North American ecosystems

(2021) Adam M. Young et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evaluation and modification of ELM seasonal deciduous phenology against observations in a southern boreal peatland forest

(2021) Lin Meng et al.   AGRICULTURAL AND FOREST METEOROLOGY

Carbon dynamics and soil greenhouse fluxes in a Florida's native rangeland before and after fire

(2021) Rosvel Bracho et al.   AGRICULTURAL AND FOREST METEOROLOGY

Effects of canopy composition on snow depth and below-the-snow temperature regimes in the temperate secondary forest ecosystem, Northeast China

(2021) Xiaowen Ge et al.   AGRICULTURAL AND FOREST METEOROLOGY

Monitoring agroecosystem productivity and phenology at a national scale: A metric assessment framework

(2021) Dawn M. Browning et al.   ECOLOGICAL INDICATORS

Multiscale assessment of land surface phenology from harmonized Landsat 8 and Sentinel-2, PlanetScope, and PhenoCam imagery

(2021) Minkyu Moon et al.   REMOTE SENSING OF ENVIRONMENT

Urban warming advances spring phenology but reduces the response of phenology to temperature in the conterminous United States

(2020) Lin Meng et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Aboveground tree growth is a minor and decoupled fraction of boreal forest carbon input

(2020) Christoforos Pappas et al.   AGRICULTURAL AND FOREST METEOROLOGY

Continental-scale land surface phenology from harmonized Landsat 8 and Sentinel-2 imagery

(2020) Douglas K. Bolton et al.   REMOTE SENSING OF ENVIRONMENT

Tracking forest biophysical properties with automated digital repeat photography: A fisheye perspective using digital hemispherical photography from below the canopy

(2020) Luke A. Brown et al.   AGRICULTURAL AND FOREST METEOROLOGY

Integrating a PhenoCam-derived vegetation index into a light use efficiency model to estimate daily gross primary production in a semi-arid grassland

(2020) Hesong Wang et al.   AGRICULTURAL AND FOREST METEOROLOGY

Comparison of traditional ground-based observations and digital remote sensing of phenological transitions in a floodplain forest

(2020) Ondřej Nezval et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evaluation of VEGETATION and PROBA-V Phenology Using PhenoCam and Eddy Covariance Data

(2020) Kevin Bórnez et al.   Remote Sensing

Remotely sensed phenological heterogeneity of restored wetlands: linking vegetation structure and function

(2020) Iryna Dronova et al.   AGRICULTURAL AND FOREST METEOROLOGY

Seasonal variation in the canopy color of temperate evergreen conifer forests

(2020) Bijan Seyednasrollah et al.   NEW PHYTOLOGIST

Increased growing-season productivity drives earlier autumn leaf senescence in temperate trees

(2020) Deborah Zani et al.   SCIENCE

Plant phenology and global climate change: current progresses and challenges

(2019) Shilong Piao et al.   GLOBAL CHANGE BIOLOGY

Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges

(2019) Mohammad Hesam Hesamian et al.   JOURNAL OF DIGITAL IMAGING

Water and energy fluxes over northern prairies as affected by chinook winds and winter precipitation

(2018) Matthew K. MacDonald et al.   AGRICULTURAL AND FOREST METEOROLOGY

Fine-scale perspectives on landscape phenology from unmanned aerial vehicle (UAV) photography

(2018) Stephen Klosterman et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

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

Warmer temperatures reduce net carbon uptake, but do not affect water use, in a mature southern Appalachian forest

(2018) A. Christopher Oishi et al.   AGRICULTURAL AND FOREST METEOROLOGY

Effects of forest tent caterpillar defoliation on carbon and water fluxes in a boreal aspen stand

(2018) Jilmarie J. Stephens et al.   AGRICULTURAL AND FOREST METEOROLOGY

A comparison of ground-based methods for estimating canopy closure for use in phenology research

(2018) Alison M. Smith et al.   AGRICULTURAL AND FOREST METEOROLOGY

Productivity of an Australian mountain grassland is limited by temperature and dryness despite long growing seasons

(2018) Renée M. Marchin et al.   AGRICULTURAL AND FOREST METEOROLOGY

Time dependency of eddy covariance site energy balance

(2018) David E. Reed 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

Model-based analysis of the impact of diffuse radiation on CO 2 exchange in a temperate deciduous forest

(2018) Min S. Lee et al.   AGRICULTURAL AND FOREST METEOROLOGY

Limitations to winter and spring photosynthesis of a Rocky Mountain subalpine forest

(2018) David R. Bowling 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

An integrated phenology modelling framework in r

(2018) Koen Hufkens et al.   Methods in Ecology and Evolution

Intercomparison of phenological transition dates derived from the PhenoCam Dataset V1.0 and MODIS satellite remote sensing

(2018) Andrew D. Richardson et al.   Scientific Reports

Tracking vegetation phenology across diverse North American biomes using PhenoCam imagery

(2018) Andrew D. Richardson et al.   Scientific Data

Tracking seasonal rhythms of plants in diverse ecosystems with digital camera imagery

(2018) Andrew D. Richardson   NEW PHYTOLOGIST

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

Monitoring crop phenology using a smartphone based near-surface remote sensing approach

(2018) Koen Hufkens et al.   AGRICULTURAL AND FOREST METEOROLOGY

Continuous, long-term, high-frequency thermal imaging of vegetation: Uncertainties and recommended best practices

(2016) Donald M. Aubrecht et al.   AGRICULTURAL AND FOREST METEOROLOGY

Phenopix: A R package for image-based vegetation phenology

(2016) Gianluca Filippa et al.   AGRICULTURAL AND FOREST METEOROLOGY

Multiscale modeling of spring phenology across Deciduous Forests in the Eastern United States

(2016) Eli K. Melaas et al.   GLOBAL CHANGE BIOLOGY

Multisite analysis of land surface phenology in North American temperate and boreal deciduous forests from Landsat

(2016) Eli K. Melaas et al.   REMOTE SENSING OF ENVIRONMENT

Productivity of North American grasslands is increased under future climate scenarios despite rising aridity

(2016) Koen Hufkens et al.   Nature Climate Change

The match and mismatch between photosynthesis and land surface phenology of deciduous forests

(2015) Petra D’Odorico et al.   AGRICULTURAL AND FOREST METEOROLOGY

Review: Development of an in situ observation network for terrestrial ecological remote sensing: the Phenological Eyes Network (PEN)

(2015) Kenlo Nishida Nasahara et al.   ECOLOGICAL RESEARCH

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

Tracking forest phenology and seasonal physiology using digital repeat photography: a critical assessment

(2014) T. F. Keenan et al.   ECOLOGICAL APPLICATIONS

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

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

Using digital repeat photography and eddy covariance data to model grassland phenology and photosynthetic CO2 uptake

(2011) Mirco Migliavacca et al.   AGRICULTURAL AND FOREST METEOROLOGY

Digital repeat photography for phenological research in forest ecosystems

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

The challenges of measuring methane fluxes and concentrations over a peatland pasture

(2011) Dennis Baldocchi et al.   AGRICULTURAL AND FOREST METEOROLOGY

Terrestrial biosphere models need better representation of vegetation phenology: results from the North American Carbon Program Site Synthesis

(2011) Andrew D. Richardson et al.   GLOBAL CHANGE BIOLOGY

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

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

Field experiments to test the use of the normalized-difference vegetation index for phenology detection

(2009) Shin Nagai et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

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

Intercomparison, interpretation, and assessment of spring phenology in North America estimated from remote sensing for 1982-2006

(2009) MICHAEL A. WHITE et al.   GLOBAL CHANGE BIOLOGY

Phenology Feedbacks on Climate Change

(2009) J. Penuelas et al.   SCIENCE

Tracking the rhythm of the seasons in the face of global change: phenological research in the 21st century

(2008) Jeffrey T Morisette et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Quantitative phenological observations of a mixed beech forest in northern Switzerland with digital photography

(2008) Hella Ellen Ahrends et al.   JOURNAL OF GEOPHYSICAL RESEARCH