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Wildfires Vegetation Recovery through Satellite Remote Sensing and Functional Data Analysis

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/env.2280openalex-snapshot
Scenarios for future wildfire risk in California: links between changing demography, land use, climate, and wildfire
inferredcites →https://doi.org/10.1002/joc.3413openalex-snapshot
Development of gridded surface meteorological data for ecological applications and modelling
inferredcites →https://doi.org/10.1002/sta4.106openalex-snapshot
Variable selection in function‐on‐scalar regression
inferredcites →https://doi.org/10.1007/978-1-4614-3655-3openalex-snapshot
Inference for Functional Data with Applications
inferredcites →https://doi.org/10.1007/978-3-319-29854-2openalex-snapshot
Introduction to Time Series and Forecasting
inferredcites →https://doi.org/10.1007/b97391openalex-snapshot
Introduction to Time Series and Forecasting
inferredcites →https://doi.org/10.1007/b98888openalex-snapshot
Functional Data Analysis
inferredcites →https://doi.org/10.1007/s00180-007-0053-0openalex-snapshot
Robust estimation and classification for functional data via projection-based depth notions
inferredcites →https://doi.org/10.1007/s00477-019-01711-0openalex-snapshot
Filling missing data and smoothing altered data in satellite imagery with a spatial functional procedure
inferredcites →https://doi.org/10.1007/s10584-011-0329-9openalex-snapshot
Climate change and growth scenarios for California wildfire
inferredcites →https://doi.org/10.1007/s10651-018-0405-7openalex-snapshot
Functional regression on remote sensing data in oceanography
inferredcites →https://doi.org/10.1007/s10666-009-9210-xopenalex-snapshot
Evaluating Post-wildfire Vegetation Regeneration as a Response to Multiple Environmental Determinants
inferredcites →https://doi.org/10.1016/j.catena.2006.10.007openalex-snapshot
Spatial and temporal patterns of vegetation recovery following sequences of forest fires in a Mediterranean landscape, Mt. Carmel Israel
inferredcites →https://doi.org/10.1016/j.ecolmodel.2006.08.001openalex-snapshot
Mapping lightning/human-caused wildfires occurrence under ignition point location uncertainty
inferredcites →https://doi.org/10.1016/j.engfailanal.2013.07.006openalex-snapshot
Power line failures and catastrophic wildfires under extreme weather conditions
inferredcites →https://doi.org/10.1016/j.foreco.2015.11.015openalex-snapshot
Trends in post-disturbance recovery rates of Canada’s forests following wildfire and harvest
inferredcites →https://doi.org/10.1016/j.rse.2006.01.011openalex-snapshot
Using satellite time-series data sets to analyze fire disturbance and forest recovery across Canada
inferredcites →https://doi.org/10.1016/j.rse.2015.03.004openalex-snapshot
Characterizing residual structure and forest recovery following high-severity fire in the western boreal of Canada using Landsat time-series and airborne lidar data
inferredcites →https://doi.org/10.1016/j.rse.2017.06.031openalex-snapshot
Google Earth Engine: Planetary-scale geospatial analysis for everyone
inferredcites →https://doi.org/10.1017/pan.2016.2openalex-snapshot
Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models
inferredcites →https://doi.org/10.1029/2008jd010966openalex-snapshot
Impacts of climate change from 2000 to 2050 on wildfire activity and carbonaceous aerosol concentrations in the western United States
inferredcites →https://doi.org/10.1038/nature08227openalex-snapshot
Early-warning signals for critical transitions
inferredcites →https://doi.org/10.1038/nature13946openalex-snapshot
Learning to coexist with wildfire
inferredcites →https://doi.org/10.1038/nclimate3108openalex-snapshot
Remotely sensed resilience of tropical forests
inferredcites →https://doi.org/10.1038/s41558-019-0583-9openalex-snapshot
Reduced resilience as an early warning signal of forest mortality
inferredcites →https://doi.org/10.1080/01621459.2021.1891924openalex-snapshot
Matrix Completion Methods for Causal Panel Data Models
inferredcites →https://doi.org/10.1080/07474938.2011.608032openalex-snapshot
A Review of Some Modern Approaches to the Problem of Trend Extraction
inferredcites →https://doi.org/10.1080/10618600.2014.901914openalex-snapshot
Functional Additive Mixed Models
inferredcites →https://doi.org/10.1088/1742-6596/1363/1/012087openalex-snapshot
Functional Data Analysis: An Initiative Approach for Hyperspectral Data
inferredcites →https://doi.org/10.1098/rstb.2015.0178openalex-snapshot
Increasing western US forest wildfire activity: sensitivity to changes in the timing of spring
inferredcites →https://doi.org/10.1109/mcse.2007.55openalex-snapshot
Matplotlib: A 2D Graphics Environment
inferredcites →https://doi.org/10.1111/biom.12278openalex-snapshot
Generalized Multilevel Function-on-Scalar Regression and Principal Component Analysis
inferredcites →https://doi.org/10.1111/j.1365-2486.2008.01784.xopenalex-snapshot
Analysing forest recovery after wildfire disturbance in boreal Siberia using remotely sensed vegetation indices
inferredcites →https://doi.org/10.1111/j.1365-2664.2011.02057.xopenalex-snapshot
Vegetation recovery in a desert landscape after wildfires: influences of community type, time since fire and contingency effects
inferredcites →https://doi.org/10.1186/s42408-018-0021-9openalex-snapshot
Examining post-fire vegetation recovery with Landsat time series analysis in three western North American forest types
inferredcites →https://doi.org/10.1201/9781315117416openalex-snapshot
Introduction to Functional Data Analysis
inferredcites →https://doi.org/10.1201/9781315370279openalex-snapshot
Generalized Additive Models
inferredcites →https://doi.org/10.17863/cam.64134openalex-snapshot
SciPy 1.0: fundamental algorithms for scientific computing in Python
inferredcites →https://doi.org/10.18637/jss.v051.i04openalex-snapshot
Statistical Computing in Functional Data Analysis: TheRPackagefda.usc
inferredcites →https://doi.org/10.3390/rs12040619openalex-snapshot
Grassland Wildfires in the Southern Great Plains: Monitoring Ecological Impacts and Recovery
inferredcites →https://doi.org/10.3390/rs2071731openalex-snapshot
The Function of Remote Sensing in Support of Environmental Policy
inferredcites →https://doi.org/10.4996/fireecology.0301003openalex-snapshot
A Project for Monitoring Trends in Burn Severity

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4662685openalex-extracted
Short-Term Effects of Wildfire Severity on the Soil Properties and Vegetation of the Hengduan Mountains, Southwestern China
inferred← citeshttps://doi.org/10.1007/s41064-026-00415-9openalex-snapshot
Machine Learning Approaches for Temporal Classification of Forest and Shrub Cover in Burned Landscapes in Mediterranean Ecosystems
inferred← citeshttps://doi.org/10.1016/j.ecoinf.2026.104064openalex-snapshot
Short- and long-term drivers of post-fire forest recovery in Mediterranean forests
inferred← citeshttps://doi.org/10.11113/mjfas.v19n4.2863openalex-snapshot
Research Trends on Functional Data Analysis Using Scopus Database: A Bibliometric Analysis
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