Contribution of high-resolution remote sensing to spatial ecology of forest ecosystems at the single tree level: A systematic review

No abstract is available for this paper.

• Publication year

  2025

• Venue

  Remote Sensing Applications Society and Environment

• Publication date

  2025-09-01

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1016/j.rsase.2025.101733
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Mobile Devices in Forest Mensuration: A Review of Technologies and Methods in Single Tree Measurements

  2024cited by this paper
• Multispectral Light Detection and Ranging Technology and Applications: A Review

  2024cited by this paper
• Alpine vegetation community patterns in the Khumbu region, Nepalese Himalaya

  2024cited by this paper
• Characterizing the competitive stress of individual trees using point clouds

  2024cited by this paper
• High resolution remote sensing for biodiversity assessment and monitoring: A case study of dominant tree species in an old-growth forest

  2024cited by this paper
• Distance and T-square sampling for spatial measures of tree diversity

  2024cited by this paper
• Vegetation type change in California’s Northern Bay Area: A comparison of contemporary and historical aerial imagery

  2023cited by this paper
• Exploratory quantification of 3D spatial competition in ecotone of trees and bamboos using terrestrial laser scanner

  2023cited by this paper
• Remote sensing in forestry: current challenges, considerations and directions

  2023cited by this paper
• Enhancing LiDAR-UAS Derived Digital Terrain Models with Hierarchic Robust and Volume-Based Filtering Approaches for Precision Topographic Mapping

  2023cited by this paper
• Tree Species Classification from Airborne Hyperspectral Images Using Spatial-Spectral Network

  2023cited by this paper
• Multifiltering Algorithm for Enhancing the Accuracy of Individual Tree Parameter Extraction at Eucalyptus Plantations Using LiDAR Data

  2023cited by this paper
• Benchmarking airborne laser scanning tree segmentation algorithms in broadleaf forests shows high accuracy only for canopy trees

  2023cited by this paper
• Where are the large trees? A census of Sierra Nevada large trees to determine their frequency and spatial distribution across three large landscapes

  2023cited by this paper
• Improving Estimation of Tree Parameters by Fusing ALS and TLS Point Cloud Data Based on Canopy Gap Shape Feature Points

  2023cited by this paper
• Treeline remote sensing: from tracking treeline shifts to multi‐dimensional monitoring of ecotonal change

  2023cited by this paper
• Towards complex applications of active remote sensing for ecology and conservation

  2023cited by this paper
• A precise forest spatial structure investigation using the SLAM+AR technology

  2023cited by this paper
• Remote sensing from unoccupied aerial systems: Opportunities to enhance Arctic plant ecology in a changing climate

  2022cited by this paper
• Savanna tree abundance and spatial patterns are strongly associated with river networks in Serengeti National Park, Tanzania

  2022cited by this paper
• Aerial surveys reveal biotic drivers of mangrove expansion along a Thai salt flat ecotone

  2022cited by this paper
• Identifying conifer mortality induced by Armillaria root disease using airborne lidar and orthoimagery in south central Oregon

  2022cited by this paper
• Integrating remote sensing with ecology and evolution to advance biodiversity conservation

  2022cited by this paper
• Unveiling the complex canopy spatial structure of a Mediterranean old-growth beech (Fagus sylvatica L.) forest from UAV observations

  2022cited by this paper
• EcoLaw

  2022cited by this paper
• Developing landscape-scale forest restoration targets that embrace spatial pattern

  2022cited by this paper
• The shape of trees: Reimagining forest ecology in three dimensions with remote sensing

  2022cited by this paper
• Unmanned aerial vehicles: Applications, techniques, and challenges as aerial base stations

  2022cited by this paper
• Tree-Related Microhabitats Are Promising Yet Underused Tools for Biodiversity and Nature Conservation: A Systematic Review for International Perspectives

  2022cited by this paper
• Towards 3D tree spatial pattern analysis: Setting the cornerstone of LiDAR advancing 3D forest structural and spatial ecology

  2021cited by this paper
• Monitoring post-fire neighborhood competition effects on pine saplings under different environmental conditions by means of UAV multispectral data and structure-from-motion photogrammetry.

  2021cited by this paper
• Tree-tree interactions and crown complementarity: The role of functional diversity and branch traits for canopy packing

  2021cited by this paper
• The impact of coppice management on spatial structure and intraspecific interactions of Brant's oak (Quercus brantii Lindl.) semi-arid woodlands

  2021cited by this paper
• Tree-Related Microhabitats Follow Similar Patterns but are More Diverse in Primary Compared to Managed Temperate Mountain Forests

  2021cited by this paper
• UAVs as remote sensing platforms in plant ecology: Review of applications and challenges

  2021cited by this paper
• Mass outbreaks and factors related to the spatial dynamics of spruce bark beetle (Ips typographus) dieback considering diverse management regimes in the Białowieża forest

  2021cited by this paper
• Individual tree extraction from terrestrial laser scanning data via graph pathing

  2021cited by this paper
• Terrestrial laser scanning: a new standard of forest measuring and modelling?

  2021cited by this paper
• Adjudicating Perspectives on Forest Structure: How Do Airborne, Terrestrial, and Mobile Lidar-Derived Estimates Compare?

  2021cited by this paper
• Drones provide spatial and volumetric data to deliver new insights into microclimate modelling

  2021cited by this paper
• Integration of remote sensing in spatial ecology: assessing the interspecific interactions of two plant species in a semi-arid woodland using unmanned aerial vehicle (UAV) photogrammetric data

  2021cited by this paper
• Using unmanned aerial vehicles to quantify spatial patterns of dominant vegetation along an elevation gradient in the typical Gobi region in Xinjiang, Northwest China

  2021cited by this paper
• Canopy tree density and species influence tree regeneration patterns and woody species diversity in a longleaf pine forest

  2021cited by this paper
• Explainable identification and mapping of trees using UAV RGB image and deep learning

  2021cited by this paper
• Spatial patterns of tree cover change at a dry forest margin are driven by initial conditions, water balance and wildfire

  2021cited by this paper
• Spatial and temporal fuels changes in whitebark pine (Pinus albicaulis) from mountain pine beetle (Dendroctonus ponderosae)

  2021cited by this paper
• Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks

  2020cited by this paper
• Characterizing Tree Spatial Distribution Patterns Using Discrete Aerial Lidar Data

  2020cited by this paper
• Remote Sensing’s Recent and Future Contributions to Landscape Ecology

  2020cited by this paper
• Terrestrial laser scanning in forest ecology: Expanding the horizon

  2020cited by this paper
• Multi-objective forest planning at tree-level combining mixed integer programming and airborne laser scanning

  2020cited by this paper
• Combining spatial and economic criteria in tree-level harvest planning

  2020cited by this paper
• Three-dimensional digital mapping of ecosystems: a new era in spatial ecology

  2020cited by this paper
• Habitat and stand factors related to spatial dynamics of Norway spruce dieback driven by Ips typographus (L.) in the Białowieża Forest District

  2020cited by this paper
• Influence of selected habitat and stand factors on bark beetle Ips typographus (L.) outbreak in the Białowieża Forest

  2020cited by this paper
• Machine Learning Algorithms to Predict Tree-Related Microhabitats using Airborne Laser Scanning

  2020cited by this paper
• Applications in Remote Sensing to Forest Ecology and Management

  2020cited by this paper
• Quantitative Estimation of Soil Salinity Using UAV-Borne Hyperspectral and Satellite Multispectral Images

  2019cited by this paper
• Prediction of Competition Indices in a Norway Spruce and Silver Fir-Dominated Forest Using Lidar Data

  2019cited by this paper
• Saltcedar (Tamarix mascatensis) inhibits growth and spatial distribution of eshnan (Seidlitzia rosmarinus) by enrichment of soil salinity in a semi-arid desert

  2019cited by this paper
• Using Tree Detection Based on Airborne Laser Scanning to Improve Forest Inventory Considering Edge Effects and the Co-Registration Factor

  2019cited by this paper
• Assessing the utility of aerial imagery to quantify the density, age structure and spatial pattern of alien conifer invasions

  2019cited by this paper
• Intra-annual Ips typographus outbreak monitoring using a multi-temporal GIS analysis based on hyperspectral and ALS data in the Białowieża Forests

  2019cited by this paper
• Estimation of sub-canopy solar radiation from LiDAR discrete returns in mixed temporal forest of Białowieża, Poland

  2019cited by this paper
• Spatial patterning among savanna trees in high-resolution, spatially extensive data

  2019cited by this paper
• Spatial pattern analysis of Haloxylon ammodendron using UAV imagery - A case study in the Gurbantunggut Desert

  2019cited by this paper
• Management strategies alter competitive interactions and structural properties of Norway spruce in mixed stands of Bialowieża Forest, Poland

  2019cited by this paper
• Using LiDAR to develop high-resolution reference models of forest structure and spatial pattern

  2019cited by this paper
• Spatial Ecology and Conservation Modeling

  2019cited by this paper
• Detecting the Competition between Moso Bamboos and Broad-Leaved Trees in Mixed Forests Using a Terrestrial Laser Scanner

  2018cited by this paper
• Learning to fly: integrating spatial ecology with unmanned aerial vehicle surveys

  2018cited by this paper
• Delineation of homogeneous forest patches using combination of field measurements and LiDAR point clouds as a reliable reference for evaluation of low resolution global satellite data

  2018cited by this paper
• Fine-scale intraspecific interactions and environmental heterogeneity drive the spatial structure in old-growth stands of a dioecious plant

  2018cited by this paper
• Competitive interactions of Persian oak coppice trees (Quercus brantii var. persica) in a pure dry woodland revealed through point pattern analysis

  2017cited by this paper
• Prioritizing landscapes for restoration based on spatial patterns of ecosystem controls and plant–plant interactions

  2017cited by this paper
• Estimating Savanna Clumping Index Using Hemispherical Photographs Integrated with High Resolution Remote Sensing Images

  2017cited by this paper
• In Situ/Remote Sensing Integration to Assess Forest Health - A Review

  2016cited by this paper
• Temporal and spatial dynamics of an old-growth beech forest in western Japan

  2016cited by this paper
• From microsite selection to population spatial distribution: Pinushalepensis colonization in mediterranean-type ecosystems

  2015cited by this paper
• Landscape Ecology in Theory and Practice

  2015cited by this paper
• Discriminating disturbance from natural variation with LiDAR in semi-arid forests in the southwestern USA

  2015cited by this paper
• How neighborhood affects tree diameter increment – New insights from terrestrial laser scanning and some methodical considerations

  2015cited by this paper
• Assessing fire effects on forest spatial structure using a fusion of Landsat and airborne LiDAR data in Yosemite National Park

  2014cited by this paper
• Evaluating spatial patterns of drought-induced tree mortality in a coastal California pine forest

  2014cited by this paper
• Using Unmanned Aerial Vehicles (UAV) to Quantify Spatial Gap Patterns in Forests

  2014cited by this paper
• Developing a computerized approach for optimizing individual tree removal to efficiently reduce crown fire potential

  2013cited by this paper
• Mapping Tropical Forest Trees Using High‐Resolution Aerial Digital Photographs

  2013cited by this paper
• Lightweight unmanned aerial vehicles will revolutionize spatial ecology

  2013cited by this paper
• Handbook of Spatial Point-Pattern Analysis in Ecology

  2013cited by this paper
• Gap disturbance patterns in an old-growth sessile oak (Quercus petraea L.)–European beech (Fagus sylvatica L.) forest remnant in the Carpathian Mountains, Romania

  2013cited by this paper
• Spatial statistics, spatial regression, and graph theory in ecology

  2012cited by this paper
• Gap disturbances and regeneration patterns in a Bosnian old-growth forest: a multispectral remote sensing and ground-based approach

  2012cited by this paper
• Geospatial tools address emerging issues in spatial ecology: a review and commentary on the Special Issue

  2011cited by this paper
• The larch wood pasture: structure and dynamics of a cultural landscape

  2011cited by this paper
• Analysis of spatial patterns of oak decline in cork oak woodlands in Mediterranean conditions

  2011cited by this paper
• Factors affecting the spatio-temporal dispersion of Ips typographus (L.) in Bavarian Forest National Park: A long-term quantitative landscape-level analysis

  2011cited by this paper
• Assessing riparian vegetation structure and the influence of land use using landscape metrics and geostatistical tools

  2011cited by this paper
• Patterns of larch establishment following deglaciation of Ventina glacier, central Italian Alps.

  2010cited by this paper
• Fine‐scale Microhabitat Heterogeneity in a French Guianan Forest

  2010cited by this paper
• Modeling the Spatial Distribution and Fruiting Pattern of a Key Tree Species in a Neotropical Forest: Methodology and Potential Applications

  2010cited by this paper

• Analysis of Biological Images and Quantitative Monitoring Using Deep Learning and Computer Vision.

  2026cites this paper
• Vision-Based System for Tree Species Recognition and DBH Estimation in Artificial Forests

  2025cites this paper