Monitoring nature's calendar from space: Emerging topics in land surface phenology and associated opportunities for science applications
Vegetation phenology has been viewed as the nature's calendar and an integrative indicator
of plant‐climate interactions. The correct representation of vegetation phenology is important …
of plant‐climate interactions. The correct representation of vegetation phenology is important …
Indicators of water use efficiency across diverse agroecosystems and spatiotemporal scales
Understanding the relationship between water and production within and across
agroecosystems is essential for addressing several agricultural challenges of the 21st …
agroecosystems is essential for addressing several agricultural challenges of the 21st …
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices
Accurate characterization of plant phenology is of great importance for monitoring global
carbon, water, and energy cycling. Remotely sensed satellite observations have been …
carbon, water, and energy cycling. Remotely sensed satellite observations have been …
PhenoCam: An evolving, open-source tool to study the temporal and spatial variability of ecosystem-scale phenology
AD Richardson - Agricultural and Forest Meteorology, 2023 - Elsevier
Over the last twenty years, phenology—the study of seasonal life cycle events—has
emerged as a key subfield of global change biology. Phenology provides an integrated …
emerged as a key subfield of global change biology. Phenology provides an integrated …
Fulfilling the promise of digital tools to build rangeland resilience
BT Bestelmeyer, SE McCord… - Frontiers in Ecology …, 2024 - Wiley Online Library
The world's rangelands and drylands are undergoing rapid change, and consequently are
becoming more difficult to manage. Big data and digital technologies (digital tools) provide …
becoming more difficult to manage. Big data and digital technologies (digital tools) provide …
Ten best practices for effective phenological research
The number and diversity of phenological studies has increased rapidly in recent years.
Innovative experiments, field studies, citizen science projects, and analyses of newly …
Innovative experiments, field studies, citizen science projects, and analyses of newly …
Towards routine mapping of crop emergence within the season using the Harmonized Landsat and Sentinel-2 dataset
Crop emergence is a critical stage for crop development modeling, crop condition
monitoring, and biomass accumulation estimation. Green-up dates (or the start of the …
monitoring, and biomass accumulation estimation. Green-up dates (or the start of the …
TAVIs: Topographically adjusted vegetation index for a reliable proxy of gross primary productivity in mountain ecosystems
Remotely sensed (RS) vegetation indices (VIs) are increasingly being employed as a direct
proxy for gross primary productivity (GPP). When estimating mountain vegetation GPP from …
proxy for gross primary productivity (GPP). When estimating mountain vegetation GPP from …
Classification of daily crop phenology in phenocams using deep learning and hidden markov models
SD Taylor, DM Browning - Remote Sensing, 2022 - mdpi.com
Near-surface cameras, such as those in the PhenoCam network, are a common source of
ground truth data in modelling and remote sensing studies. Despite having locations across …
ground truth data in modelling and remote sensing studies. Despite having locations across …
PhenoNet: A two-stage lightweight deep learning framework for real-time wheat phenophase classification
The real-time monitoring of wheat phenology variations among different varieties and their
adaptive responses to environmental conditions is essential for advancing breeding efforts …
adaptive responses to environmental conditions is essential for advancing breeding efforts …