TY - JOUR
T1 - Proximal remote sensing
T2 - an essential tool for bridging the gap between high-resolution ecosystem monitoring and global ecology
AU - Pierrat, Zoe Amie
AU - Magney, Troy S.
AU - Richardson, Will P.
AU - Runkle, Benjamin R.K.
AU - Diehl, Jen L.
AU - Yang, Xi
AU - Woodgate, William
AU - Smith, William K.
AU - Johnston, Miriam R.
AU - Ginting, Yohanes R.S.
AU - Koren, Gerbrand
AU - Albert, Loren P.
AU - Kibler, Christopher L.
AU - Morgan, Bryn E.
AU - Barnes, Mallory
AU - Uscanga, Adriana
AU - Devine, Charles
AU - Javadian, Mostafa
AU - Meza, Karem
AU - Julitta, Tommaso
AU - Tagliabue, Giulia
AU - Dannenberg, Matthew P.
AU - Antala, Michal
AU - Wong, Christopher Y.S.
AU - Santos, Andre L.D.
AU - Hufkens, Koen
AU - Marrs, Julia K.
AU - Stovall, Atticus E.L.
AU - Liu, Yujie
AU - Fisher, Joshua B.
AU - Gamon, John A.
AU - Cawse-Nicholson, Kerry
N1 - © 2025 The Author(s). New Phytologist © 2025 New Phytologist Foundation.
PY - 2025/4
Y1 - 2025/4
N2 - A new proliferation of optical instruments that can be attached to towers over or within ecosystems, or ‘proximal’ remote sensing, enables a comprehensive characterization of terrestrial ecosystem structure, function, and fluxes of energy, water, and carbon. Proximal remote sensing can bridge the gap between individual plants, site-level eddy-covariance fluxes, and airborne and spaceborne remote sensing by providing continuous data at a high-spatiotemporal resolution. Here, we review recent advances in proximal remote sensing for improving our mechanistic understanding of plant and ecosystem processes, model development, and validation of current and upcoming satellite missions. We provide current best practices for data availability and metadata for proximal remote sensing: spectral reflectance, solar-induced fluorescence, thermal infrared radiation, microwave backscatter, and LiDAR. Our paper outlines the steps necessary for making these data streams more widespread, accessible, interoperable, and information-rich, enabling us to address key ecological questions unanswerable from space-based observations alone and, ultimately, to demonstrate the feasibility of these technologies to address critical questions in local and global ecology.
AB - A new proliferation of optical instruments that can be attached to towers over or within ecosystems, or ‘proximal’ remote sensing, enables a comprehensive characterization of terrestrial ecosystem structure, function, and fluxes of energy, water, and carbon. Proximal remote sensing can bridge the gap between individual plants, site-level eddy-covariance fluxes, and airborne and spaceborne remote sensing by providing continuous data at a high-spatiotemporal resolution. Here, we review recent advances in proximal remote sensing for improving our mechanistic understanding of plant and ecosystem processes, model development, and validation of current and upcoming satellite missions. We provide current best practices for data availability and metadata for proximal remote sensing: spectral reflectance, solar-induced fluorescence, thermal infrared radiation, microwave backscatter, and LiDAR. Our paper outlines the steps necessary for making these data streams more widespread, accessible, interoperable, and information-rich, enabling us to address key ecological questions unanswerable from space-based observations alone and, ultimately, to demonstrate the feasibility of these technologies to address critical questions in local and global ecology.
KW - biodiversity
KW - canopy structure
KW - ecosystem flux
KW - eddy covariance
KW - phenology
KW - proximal remote sensing
KW - scaling
KW - spectral biology
KW - Environmental Monitoring/methods
KW - Remote Sensing Technology/methods
KW - Ecology/methods
KW - Internationality
KW - Ecosystem
UR - https://www.scopus.com/pages/publications/105001077205
U2 - 10.1111/nph.20405
DO - 10.1111/nph.20405
M3 - Review article
C2 - 39853577
AN - SCOPUS:105001077205
SN - 0028-646X
VL - 246
SP - 419
EP - 436
JO - New Phytologist
JF - New Phytologist
IS - 2
ER -