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Ecology and Evolution

D-Index
61
Citations
14888
World Ranking
2175
National Ranking
784

Overview

Maggi Kelly is affiliated with the University of California, Berkeley in the United States and specializes in environmental science with a focus on remote sensing applications, ecology, and environmental engineering. Their research encompasses a range of topics within environmental science, including ecology, nature and landscape conservation, global and planetary change, and plant science.

The scientist's main research topics include:

  • Remote Sensing in Agriculture
  • Remote Sensing and LiDAR Applications
  • Forest Ecology and Management
  • Wildlife Ecology and Conservation
  • Plant Water Relations and Carbon Dynamics
  • Ecology and Vegetation Dynamics Studies
  • Marine and Coastal Ecosystems

Maggi Kelly has contributed multiple papers to well-regarded journals in the field. Recent publications include:

  • "Development and Performance Evaluation of a Very Low-Cost UAV-Lidar System for Forestry Applications," 2020, published in Remote Sensing
  • "Lidar Boosts 3D Ecological Observations and Modelings: A Review and Perspective," 2020, published in IEEE Geoscience and Remote Sensing Magazine
  • "Tree mortality during long-term droughts is lower in structurally complex forest stands," 2023, published in Nature Communications
  • "A Review of Unoccupied Aerial Vehicle Use in Wetland Applications: Emerging Opportunities in Approach, Technology, and Data," 2021, published in Drones
  • "Mapping algal bloom dynamics in small reservoirs using Sentinel-2 imagery in Google Earth Engine," 2022, published in Ecological Indicators

The scientist frequently publishes in:

  • Remote Sensing
  • Drones
  • IEEE Geoscience and Remote Sensing Magazine
  • Nature Communications
  • Ecological Indicators

Collaborations with other researchers have been an important part of Maggi Kelly's work. Frequent co-authors include:

  • Tianyu Hu
  • Yanjun Su
  • Qinghua Guo
  • Xiaoxia Zhao
  • Iryna Dronova

Within environmental science, the scientist's work integrates diverse aspects of ecology and environmental engineering, supporting research in forest ecology and management, wildlife conservation, and vegetation dynamics. Their publications reflect a focus on practical applications of remote sensing technology, such as UAV-based LiDAR systems and satellite imagery, to monitor and analyze ecological patterns and environmental changes.

Best Publications

  • Geographic Object-Based Image Analysis - Towards a new paradigm.

    Thomas Blaschke;Geoffrey J. Hay;Maggi Kelly;Stefan Lang

  • Object-based Detailed Vegetation Classification with Airborne High Spatial Resolution Remote Sensing Imagery

    Qian Yu;Peng Gong;Nick Clinton;Greg Biging

  • A New Method for Segmenting Individual Trees from the Lidar Point Cloud

    Wenkai Li;Qinghua Guo;Marek K. Jakubowski;Maggi Kelly

  • Isolating individual trees in a savanna woodland using small footprint lidar data

    Qi Chen;Dennis Baldocchi;Peng Gong;Maggi Kelly

  • Weed mapping in early-season maize fields using object-based analysis of unmanned aerial vehicle (UAV) images.

    José Manuel Peña;Jorge Torres-Sánchez;Ana Isabel de Castro;Maggi Kelly

  • Support vector machines for predicting distribution of Sudden Oak Death in California

    Qinghua Guo;Maggi Kelly;Catherine H. Graham;Catherine H. Graham

  • Classification of the wildland–urban interface: A comparison of pixel- and object-based classifications using high-resolution aerial photography

    Casey Cleve;Maggi Kelly;Faith R. Kearns;Max Moritz

  • Interactions among wildland fires in a long-established Sierra Nevada natural fire area

    Brandon M. Collins;Jay D. Miller;Andrea E. Thode;Maggi Kelly

  • Tradeoffs between lidar pulse density and forest measurement accuracy

    Marek K. Jakubowski;Qinghua Guo;Maggi Kelly

  • Spatial patterns of large natural fires in Sierra Nevada wilderness areas

    Brandon M. Collins;Maggi Kelly;Jan W. van Wagtendonk;Scott L. Stephens

  • Twentieth-century shifts in forest structure in California: Denser forests, smaller trees, and increased dominance of oaks

    Patrick J. McIntyre;James H. Thorne;Christopher R. Dolanc;Alan L. Flint

  • Delineating Individual Trees from Lidar Data: A Comparison of Vector- and Raster-based Segmentation Approaches

    Marek K. Jakubowski;Wenkai Li;Qinghua Guo;Maggi Kelly

  • Citizen Science in the Age of Neogeography: Utilizing Volunteered Geographic Information for Environmental Monitoring

    John Patrick Connors;Shufei Lei;Maggi Kelly

  • Modeling Tidal Marsh Distribution with Sea-Level Rise: Evaluating the Role of Vegetation, Sediment, and Upland Habitat in Marsh Resiliency

    Lisa M. Schile;Lisa M. Schile;John C. Callaway;James T. Morris;Diana Stralberg

  • Landscape Dynamics of the Spread of Sudden Oak Death

    Maggi Kelly;Ross K. Meentemeyer

  • Evaluating Tidal Marsh Sustainability in the Face of Sea- Level Rise: A Hybrid Modeling Approach Applied to San Francisco Bay

    Diana Stralberg;Matthew Brennan;John C. Callaway;Julian K. Wood

  • Identification of Citrus Trees from Unmanned Aerial Vehicle Imagery Using Convolutional Neural Networks

    Ovidiu Csillik;John Cherbini;Robert Johnson;Andy Lyons

  • A spatial–temporal approach to monitoring forest disease spread using multi-temporal high spatial resolution imagery

    Desheng Liu;Maggi Kelly;Peng Gong;Peng Gong

  • Which ‘public'? Sampling effects in public participation GIS (PPGIS) and volunteered geographic information (VGI) systems for public lands management

    Gregory Brown;Maggi Kelly;Debra Whitall

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

    Dennis D. Baldocchi;Matteo Detto;Oliver Sonnentag;Joe Verfaillie

  • Large Greenhouse Gas Emissions from a Temperate Peatland Pasture

    Yit Arn Teh;Yit Arn Teh;Whendee L. Silver;Oliver Sonnentag;Matteo Detto

  • Scales of environmental justice: combining GIS and spatial analysis for air toxics in West Oakland, California.

    Joshua B. Fisher;Maggi Kelly;Jeff Romm

Frequent Co-Authors

Qinghua Guo
Qinghua Guo Chinese Academy of Sciences
Brandon M. Collins
Brandon M. Collins University of California, Berkeley
Scott L. Stephens
Scott L. Stephens University of California, Berkeley
Peng Gong
Peng Gong University of Hong Kong
Oliver Sonnentag
Oliver Sonnentag University of Montreal
Lynn Huntsinger
Lynn Huntsinger University of California, Berkeley
Nancy E. Adler
Nancy E. Adler University of California, San Francisco
Dennis D. Baldocchi
Dennis D. Baldocchi University of California, Berkeley
Matteo Detto
Matteo Detto Princeton University
Andrew J. Karter
Andrew J. Karter Kaiser Permanente

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