Sentinel-2 time series: a promising tool in monitoring temperate species spring phenology

Remote sensing of phenology: Towards the comprehensive indicators of plant community dynamics from species to regional scales

(2022) Iryna Dronova et al.   JOURNAL OF ECOLOGY

Species specific vulnerability to increased drought in temperate and Mediterranean floodplain forests

(2022) Osvaldo Pericolo et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evaluating the effect of stand properties and site conditions on the forest reflectance from Sentinel-2 time series

(2021) Ewa Grabska et al.   PLoS One

Assessing Forest Phenology: A Multi-Scale Comparison of Near-Surface (UAV, Spectral Reflectance Sensor, PhenoCam) and Satellite (MODIS, Sentinel-2) Remote Sensing

(2021) Shangharsha Thapa et al.   Remote Sensing

Premature leaf discoloration of European deciduous trees is caused by drought and heat in late spring and cold spells in early fall

(2021) Christof Bigler et al.   AGRICULTURAL AND FOREST METEOROLOGY

Divergent impacts of droughts on vegetation phenology and productivity in the Yungui Plateau, southwest China

(2021) Wenyan Ge et al.   ECOLOGICAL INDICATORS

Late to bed, late to rise—Warmer autumn temperatures delay spring phenology by delaying dormancy

(2021) Ilka Beil et al.   GLOBAL CHANGE BIOLOGY

Calibrating vegetation phenology from Sentinel-2 using eddy covariance, PhenoCam, and PEP725 networks across Europe

(2021) Feng Tian et al.   REMOTE SENSING OF ENVIRONMENT

Phenological Dynamics Characterization of Alignment Trees with Sentinel-2 Imagery: A Vegetation Indices Time Series Reconstruction Methodology Adapted to Urban Areas

(2020) Carlos Granero-Belinchon et al.   Remote Sensing

Modification of surface energy balance during springtime: The relative importance of biophysical and meteorological changes

(2020) Minkyu Moon et al.   AGRICULTURAL AND FOREST METEOROLOGY

Inter-individual variability in spring phenology of temperate deciduous trees depends on species, tree size and previous year autumn phenology

(2020) Lorène Julia Marchand 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

Google Earth Engine for geo-big data applications: A meta-analysis and systematic review

(2020) Haifa Tamiminia et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Estimation of Gross Primary Productivity (GPP) Phenology of a Short-Rotation Plantation Using Remotely Sensed Indices Derived from Sentinel-2 Images

(2020) Maral Maleki et al.   Remote Sensing

Bamboo phenology and life cycle drive seasonal and long‐term functioning of Amazonian bamboo‐dominated forests

(2020) Belen Fadrique et al.   JOURNAL OF ECOLOGY

Phenology of short vegetation cycles in a Kenyan rangeland from PlanetScope and Sentinel-2

(2020) Yan Cheng et al.   REMOTE SENSING OF ENVIRONMENT

Multi-scale integration of satellite remote sensing improves characterization of dry-season green-up in an Amazon tropical evergreen forest

(2020) Jing Wang et al.   REMOTE SENSING OF ENVIRONMENT

Winter temperatures predominate in spring phenological responses to warming

(2020) A. K. Ettinger et al.   Nature Climate Change

Status of Phenological Research Using Sentinel-2 Data: A Review

(2020) Gourav Misra et al.   Remote Sensing

Monitoring tree-crown scale autumn leaf phenology in a temperate forest with an integration of PlanetScope and drone remote sensing observations

(2020) Shengbiao Wu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Phenology Modelling and Forest Disturbance Mapping with Sentinel-2 Time Series in Austria

(2020) Markus Löw et al.   Remote Sensing

A Novel Approach to Modelling Mangrove Phenology from Satellite Images: A Case Study from Northern Australia

(2020) Nicolas Younes et al.   Remote Sensing

Extrapolating canopy phenology information using Sentinel-2 data and the Google Earth Engine platform to identify the optimal dates for remotely sensed image acquisition of semiarid mangroves

(2020) Luis Valderrama-Landeros et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Comparing land surface phenology of major European crops as derived from SAR and multispectral data of Sentinel-1 and -2

(2020) Michele Meroni et al.   REMOTE SENSING OF ENVIRONMENT

Detecting the onset of autumn leaf senescence in deciduous forest trees of the temperate zone

(2019) Bertold Mariën et al.   NEW PHYTOLOGIST

Normalization method for multi-sensor high spatial and temporal resolution satellite imagery with radiometric inconsistencies

(2019) Nicholas Leach et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Does an Early Spring Indicate an Early Summer? Relationships Between Intraseasonal Growing Degree Day Thresholds

(2019) M. A. Crimmins et al.   Journal of Geophysical Research-Biogeosciences

Spatial variance of spring phenology in temperate deciduous forests is constrained by background climatic conditions

(2019) Marc Peaucelle et al.   Nature Communications

Climatic Drivers of Greening Trends in the Alps

(2019) Gianluca Filippa et al.   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

Predicting autumn phenology: How deciduous tree species respond to weather stressors

(2018) Yingying Xie et al.   AGRICULTURAL AND FOREST METEOROLOGY

Warmer winters reduce the advance of tree spring phenology induced by warmer springs in the Alps

(2018) Daphné Asse et al.   AGRICULTURAL AND FOREST METEOROLOGY

Multidecadal Changes and Interannual Variation in Springtime Phenology of North American Temperate and Boreal Deciduous Forests

(2018) Eli K. Melaas et al.   GEOPHYSICAL RESEARCH LETTERS

Relationships among phenology, climate and biomass across subtropical forests in Argentina

(2018) Cecilia Blundo et al.   JOURNAL OF TROPICAL ECOLOGY

Temperature and photoperiod drive spring phenology across all species in a temperate forest community

(2018) D. F. B. Flynn et al.   NEW PHYTOLOGIST

Improved mapping of forest type using spectral-temporal Landsat features

(2018) Valerie J. Pasquarella et al.   REMOTE SENSING OF ENVIRONMENT

A Cubesat enabled Spatio-Temporal Enhancement Method (CESTEM) utilizing Planet, Landsat and MODIS data

(2018) Rasmus Houborg et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing of mangrove forest phenology and its environmental drivers

(2018) J. Pastor-Guzman et al.   REMOTE SENSING OF ENVIRONMENT

Vegetation phenology from Sentinel-2 and field cameras for a Dutch barrier island

(2018) Anton Vrieling et al.   REMOTE SENSING OF ENVIRONMENT

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

(2018) David Helman   SCIENCE OF THE TOTAL ENVIRONMENT

Effects of Growing-Season Drought on Phenology and Productivity in the West Region of Central Hardwood Forests, USA

(2018) Shengwu Duan et al.   Forests

A Method for Robust Estimation of Vegetation Seasonality from Landsat and Sentinel-2 Time Series Data

(2018) Per Jönsson et al.   Remote Sensing

Contrasting responses of autumn-leaf senescence to daytime and night-time warming

(2018) Chaoyang Wu et al.   Nature Climate Change

Effects of Climate Warming on Vegetative Phenology of the Common Beech Fagus sylvatica in a Submontane Forest of the Western Carpathians: Two-Decade Analysis

(2017) Branislav Schieber et al.   POLISH JOURNAL OF ECOLOGY

Phenology of the beech forests in the Western Carpathians from MODIS for 2000-2015

(2017) T Bucha et al.   iForest-Biogeosciences and Forestry

The shifting phenological landscape: Within- and between-species variation in leaf emergence in a mixed-deciduous woodland

(2017) Ella F. Cole et al.   Ecology and Evolution

USA National Phenology Network’s volunteer-contributed observations yield predictive models of phenological transitions

(2017) Theresa M. Crimmins et al.   PLoS One

Land surface phenology as an indicator of biodiversity patterns

(2016) Andrés Viña et al.   ECOLOGICAL INDICATORS

Multi-criteria evaluation of the suitability of growth functions for modeling remotely sensed phenology

(2016) Manish Verma et al.   ECOLOGICAL MODELLING

Variation in the date of budburst in Quercus robur and Q. petraea across a range of provenances grown in Southern England

(2016) M. Wilkinson et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

Recent advances in space-borne optical remote sensing systems for monitoring global terrestrial ecosystems

(2016) Jadunandan Dash et al.   PROGRESS IN PHYSICAL GEOGRAPHY

Imaging phenology; scaling from camera plots to landscapes

(2016) W. Nijland et al.   REMOTE SENSING OF ENVIRONMENT

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

Low resistance but high resilience in growth of a major deciduous forest tree (Fagus sylvatica L.) in response to late spring frost in southern Germany

(2016) Adriana Príncipe et al.   TREES-STRUCTURE AND FUNCTION

Effects of Different Methods on the Comparison between Land Surface and Ground Phenology—A Methodological Case Study from South-Western Germany

(2016) Gourav Misra et al.   Remote Sensing

Temperate and boreal forest tree phenology: from organ-scale processes to terrestrial ecosystem models

(2015) Nicolas Delpierre et al.   ANNALS OF FOREST SCIENCE

Intercomparison of satellite sensor land surface phenology and ground phenology in Europe

(2015) V. F. Rodriguez-Galiano et al.   GEOPHYSICAL RESEARCH LETTERS

Recent spring phenology shifts in western Central Europe based on multiscale observations

(2014) Yongshuo H. Fu et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Remote sensing of spring phenology in northeastern forests: A comparison of methods, field metrics and sources of uncertainty

(2014) Katharine White et al.   REMOTE SENSING OF ENVIRONMENT

Phenological variation in xylem and phloem formation in Fagus sylvatica from two contrasting sites

(2013) Peter Prislan et al.   AGRICULTURAL AND FOREST METEOROLOGY

Evaluating the capabilities of Sentinel-2 for quantitative estimation of biophysical variables in vegetation

(2013) William James Frampton et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluation of the potential of MODIS satellite data to predict vegetation phenology in different biomes: An investigation using ground-based NDVI measurements

(2013) G. Hmimina et al.   REMOTE SENSING OF ENVIRONMENT

Detecting interannual variation in deciduous broadleaf forest phenology using Landsat TM/ETM+ data

(2013) Eli K. Melaas et al.   REMOTE SENSING OF ENVIRONMENT

Trends in Spring Phenology of Western European Deciduous Forests

(2013) Eliakim Hamunyela et al.   Remote Sensing

Spatio-temporal patterns in vegetation start of season across the island of Ireland using the MERIS Global Vegetation Index

(2012) Brian O’Connor et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Warming experiments underpredict plant phenological responses to climate change

(2012) E. M. Wolkovich et al.   NATURE

Temporal shifts in leaf phenology of beech (Fagus sylvatica) depend on elevation

(2012) Katarina Čufar et al.   TREES-STRUCTURE AND FUNCTION

Diversity of leaf unfolding dynamics among tree species: New insights from a study along an altitudinal gradient

(2011) H. Davi 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

Evaluation of Envisat MERIS Terrestrial Chlorophyll Index-Based Models for the Estimation of Terrestrial Gross Primary Productivity

(2011) Doreen S. Boyd et al.   IEEE Geoscience and Remote Sensing Letters

Phenology of vegetation in Southern England from Envisat MERIS terrestrial chlorophyll index (MTCI) data

(2011) Doreen S. Boyd et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Leaf-out phenology of temperate woody plants: from trees to ecosystems

(2011) Caroline A. Polgar et al.   NEW PHYTOLOGIST

An Enhanced TIMESAT Algorithm for Estimating Vegetation Phenology Metrics From MODIS Data

(2010) B Tan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Changes in leaf phenology of three European oak species in response to experimental climate change

(2010) Xavier Morin et al.   NEW PHYTOLOGIST

The use of MERIS Terrestrial Chlorophyll Index to study spatio-temporal variation in vegetation phenology over India

(2010) J. Dash et al.   REMOTE SENSING OF ENVIRONMENT

Remote estimation of gross primary production in wheat using chlorophyll-related vegetation indices

(2009) Chaoyang Wu et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

Leaf phenology sensitivity to temperature in European trees: Do within-species populations exhibit similar responses?

(2008) Yann Vitasse et al.   AGRICULTURAL AND FOREST METEOROLOGY