Search Results - "Yang, Dedi"
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A best-practice guide to predicting plant traits from leaf-level hyperspectral data using partial least squares regression
Published in Journal of experimental botany (30-09-2021)“…We provide a step-by-step guide for combining measurements of leaf reflectance and leaf traits to build statistical models that estimate traits from…”
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An ecologically-constrained deep learning model for tropical leaf phenology monitoring using PlanetScope satellites
Published in Remote sensing of environment (01-03-2023)“…In tropical forests, leaf phenology signals leaf-on/off status and exhibits considerable variability across scales from a single tree-crown to the entire…”
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Seasonal trends in photosynthesis and leaf traits in scarlet oak
Published in Tree physiology (11-08-2021)“…Abstract Understanding seasonal variation in photosynthesis is important for understanding and modeling plant productivity. Here, we used shotgun sampling to…”
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PiCAM: A Raspberry Pi‐based open‐source, low‐power camera system for monitoring plant phenology in Arctic environments
Published in Methods in ecology and evolution (01-12-2023)“…Time‐lapse cameras have been widely used as a tool to monitor the timing of seasonal vegetation growth. These simple, relatively inexpensive systems can…”
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Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
Published in Environmental research letters (01-08-2021)“…Abstract The Arctic is experiencing some of the most rapid climate change on Earth, with strong impacts on tundra ecosystems that are characterized by high…”
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A Multi-Sensor Unoccupied Aerial System Improves Characterization of Vegetation Composition and Canopy Properties in the Arctic Tundra
Published in Remote sensing (Basel, Switzerland) (01-08-2020)“…Changes in vegetation distribution, structure, and function can modify the canopy properties of terrestrial ecosystems, with potential consequences for…”
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Nitrogen fixing shrubs advance the pace of tall-shrub expansion in low-Arctic tundra
Published in Communications earth & environment (01-12-2023)“…Abstract Tall deciduous shrubs are critically important to carbon and nutrient cycling in high-latitude ecosystems. As Arctic regions warm, shrubs expand…”
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Mapping plastic greenhouse with medium spatial resolution satellite data: Development of a new spectral index
Published in ISPRS journal of photogrammetry and remote sensing (01-06-2017)“…Plastic greenhouses (PGs) are an important agriculture development technique to protect and control the growing environment for food crops. The extensive use…”
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Multi-scale integration of satellite remote sensing improves characterization of dry-season green-up in an Amazon tropical evergreen forest
Published in Remote sensing of environment (01-09-2020)“…In tropical forests, leaf phenology—particularly the pronounced dry-season green-up—strongly regulates biogeochemical cycles of carbon and water fluxes…”
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Automatic cloud and cloud shadow detection in tropical areas for PlanetScope satellite images
Published in Remote sensing of environment (01-10-2021)“…PlanetScope satellite data with a 3-m resolution and near-daily global coverage have been increasingly used for land surface monitoring, ranging from land…”
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From Pixel to Ecosystem: Understanding Shrubification and Vegetation Dynamics in Arctic Tundra Across Scales
Published 01-01-2023“…Rapid climate warming in the Arctic is driving changes in the structure and function of tundra ecosystems with substantial consequences to the permafrost…”
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Dissertation -
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Scale matters: Spatial resolution impacts tropical leaf phenology characterized by multi-source satellite remote sensing with an ecological-constrained deep learning model
Published in Remote sensing of environment (01-04-2024)“…Accurate monitoring of tropical leaf phenology, such as the leaf-on/off status, at both individual and ecosystem scales is essential for understanding and…”
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Integrating very-high-resolution UAS data and airborne imaging spectroscopy to map the fractional composition of Arctic plant functional types in Western Alaska
Published in Remote sensing of environment (01-03-2023)“…Widespread changes in vegetation cover and composition are driving strong impacts on Arctic ecosystem functioning and global climate feedbacks. An accurate…”
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Integrating very-high-resolution UAS data and airborne imaging spectroscopy to map the fractional composition of Arctic plant functional types in Western Alaska
Published in Remote sensing of environment (28-12-2022)“…Widespread changes in vegetation cover and composition are driving strong impacts on Arctic ecosystem functioning and global climate feedbacks. An accurate…”
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Non-invasive estimation of root zone soil moisture from coarse root reflections in ground-penetrating radar images
Published in Plant and soil (01-03-2019)“…Background and aims Root zone soil moisture is an important component in water cycling through the soil-plant-atmosphere continuum. However, its measurement in…”
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Ecoregion-wise fractional mapping of tree functional composition in temperate mixed forests with sentinel data: Integrating time-series spectral and radar data
Published in Remote sensing of environment (01-04-2024)“…Temperate mixed forest ecosystems are composed of various tree functional types (TFTs) that differ in canopy structure, phenology, and physiological response…”
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An Automatic Processing Framework for In Situ Determination of Ecohydrological Root Water Content by Ground-Penetrating Radar
Published in IEEE transactions on geoscience and remote sensing (2022)“…Root water content (RWC) is a vital component in water flux in soil-plant-atmosphere continuum. Knowledge of RWC helps to better understand the root function…”
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Exploring the role of biotic factors in regulating the spatial variability in land surface phenology across four temperate forest sites
Published in The New phytologist (01-06-2024)“…Summary Land surface phenology (LSP), the characterization of plant phenology with satellite data, is essential for understanding the effects of climate change…”
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An Automatic Processing Framework for In Situ Determination of Ecohydrological Root Water Content by Ground-Penetrating Radar
Published in IEEE transactions on geoscience and remote sensing (25-03-2021)“…This report concerns Root water content (RWC) as a vital component in water flux in soil-plant-atmosphere continuum. Knowledge of RWC helps to better…”
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Multi-scale integration of satellite remote sensing improves characterization of dry-season green-up in an Amazon tropical evergreen forest
Published in Remote sensing of environment (01-09-2020)“…In tropical forests, leaf phenology-particularly the pronounced dry-season green-up-strongly regulates biogeochemical cycles of carbon and water fluxes…”
Get full text
Journal Article