Detecting trends in forest disturbance and recovery using yearly Landsat time series
1. LandTrendr — Temporal segmentation algorithms
Bibliographic Data
| ID | 23360396 |
|---|---|
| Authors | Robert E Kennedy (0000-0002-5507-474X, Oregon State University, corresponding author), Zhiqiang Yang (0009-0003-3885-4976, Oregon State University), WARREN B COHEN (0000-0003-3144-9532, Pacific Northwest Research Station) |
| Year | 2010 |
| Volume | 114 |
| Issue | 12 |
| Pages | 2897-2910 |
| Publication date | 2010-12-15 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Remote Sensing of Environment (JOURNAL) |
| Journal identifiers | ISSN: 0034-4257 • E-ISSN: 1879-0704 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.rse.2010.07.008 |
| OpenAlex | W2140908571 |
| Language | EN |
| Citations received | 68 |
| References cited | 3 |
Algorithm · Change detection · Computer vision · Geography · Machine learning · Normalization (sociology) · Pixel · Remote sensing · Segmentation · Smoothing · Time series · Artificial Intelligence · Computer Science · Land Use and Ecosystem Services · Remote Sensing in Agriculture · Species Distribution and Climate Change
Mapeamento da Idade de Florestas Secundárias
Identificação de Áreas de Eucalipto a Partir de Segmentação Espacial e Temporal de Série Temporal Landsat
Detecção De Áreas De Florestas Invariantes Em Séries Temporais Utilizando Random Forest
Navigating local environment and scientific knowledge in dryland social-ecological systems through linking ecological policy-household interactions with land surface dynamics
Landsat-8
Good practices for estimating area and assessing accuracy of land change
Long-term dynamics of PM2.5 exposure and modeled health gains in Beijing’s central urban area
The effects of forest cover and disturbance on torrential hazards
Time series analysis of satellite data reveals continuous deforestation of New England since the 1980s
Does conserving roadless wildland increase wildfire activity in western US national forests
Beyond biomass to carbon fluxes
Permafrost thermal dynamics at a local scale in northern Da Xing’anling Mountains
Monitoring pinyon-juniper cover and aboveground biomass across the Great Basin
A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA
Carbon dioxide release from retrogressive thaw slumps in Siberia
A global time series dataset to facilitate forest greenhouse gas reporting
Do insect outbreaks reduce the severity of subsequent forest fires
Vegetation disturbances characterization in the Tibetan Plateau from 1986 to 2018 using Landsat time series and field observations
How can Big Data and machine learning benefit environment and water management
New views on changing Arctic vegetation
Spatio-temporal patterns of oasis dynamics in China’s drylands between 1987 and 2017
A land systems science approach to assessing forest governance and characterizing the emergence of social forestry in the Western Cascades of Oregon
Unravelling spatiotemporal patterns of solar photovoltaic plants development in China in the 21st century
Surge of peatland destruction by an advancing front of artisanal gold mining in Amazonia
Detecting long-term changes to vegetation in northern Canada using the Landsat satellite image archive
Ecological Effect of Ecological Engineering Projects on Low-Temperature Forest Cover in Great Khingan Mountain, China
HyFormer
Unmanaged naturally regenerating forests approach intact forest canopy structure but are susceptible to climate and human stress
Monitoring of Vegetation Disturbance and Restoration at the Dumping Sites of the Baorixile Open-Pit Mine Based on the LandTrendr Algorithm
Increasing canopy mortality affects the future demographic structure of Europe's forests
From mining to recovery
Tatssi
Forest Landscape Changes and Ecological Restoration for Sustainable Land Systems
Agricultural Expansion and Landscape Heterogeneity Explain Vegetation Degradation in Brazilian Atlantic Forest Landscapes
A non‐grain production on cropland spatiotemporal change detection method based on Landsat time‐series data
Automatic Detection for Cropland Destruction and Reclamation in Coal‐Grain Composite Region Using Long‐Term Landsat Imagery
An Automated Identification Method of Disturbance Ranges of Surface Coal Mines on Vegetation Based on the Fitting of NDVI Spatial Trajectory
Detect Changes in Marsh Plant Communities Based on Landsat Long Time Series Data and BFAST Model
Vegetation Resilience Evaluation of Coal Waste Dumps After Reclamation in Arid and Semi‐Arid Mining Areas Based on Temporal Satellite Imagery
Monitoring ecosystem restoration of multiple surface coal mine sites in China via LANDSAT images using the Google Earth Engine
Unpacking spatially explicit cropland non-agriculturalization in China based on satellite remote sensing data
Breaking ground
Characterizing spatial and temporal deforestation and its effects on surface urban heat islands in a tropical city using Landsat time series
Identifying and understanding alternative states of dryland landscape
The impacts of disturbances on mountain ecosystem services
Revealing ecological restoration process and disturbances of mineral concentration areas based on multiscale and multisource data
Human–elephant conflict and land cover change in Sri Lanka
Upward growth or demolition? patterns of three-dimensional urban form change across Chinese cities between 2015 and 2024
Mapping the research history, collaborations and trends of remote sensing in fire ecology
Google Earth Engine for archaeologists
Synergies of multiple remote sensing data sources for Redd+ monitoring
Impacts of shrimp aquaculture on the local communities and conservation of the world’s largest protected mangrove forest
No peace for the forest
A global perspective
Unveiling small-scale tropical forest loss and post-loss recovery in the Congo Basin
Mapping the forest disturbance regimes of Europe
Measuring three-dimension urban expansion using multi-source data and change detection algorithm
Beyond the park and city dichotomy
Optimizing forest defoliation detection using remote sensing data
Mask R-CNN-based detection and segmentation of Mangrove ecosystems in Lantau Island, Hong Kong
Multi-decadal assessment of climatic, productivity, and anthropogenic drivers of mangrove disturbance
Coppice loss and persistence in Germany
Digital technologies in ethnobiology and ethnoecology
Long-term trends in urban vegetation greenness and its causal relationship with built-up land expansion
Using economic methods to assess impacts of earth observation-based services
Spatiotemporal patterns and driving factors of ecological restoration regions
The forgotten D
A method for trend-based change analysis in Arctic tundra using the 25-year Landsat archive
| Unique citing works | 68 |
|---|---|
| Citations per year | 3,58 |
| Citation span | 2007 - 2026 (20) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 64 |