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Effects of Spatial Resolution, Mapping Window Size, and Spectral Species Clustering on Remote Sensing of Plant Beta Diversity Using biodivMapR and Hyperspectral Imagery

https://doi.org/10.1029/2022jg007350

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What this work says

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

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The spatial sensitivity of the spectral diversity–biodiversity relationship: an experimental test in a prairie grassland

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Multi‐temporal assessment of grassland α‐ and β‐diversity using hyperspectral imaging

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Quantitative tools for perfecting species lists

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Spatial resolution, spectral metrics and biomass are key aspects in estimating plant species richness from spectral diversity in species‐rich grasslands

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Satellite remote sensing to monitor species diversity: potential and pitfalls

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The Use of Remote Sensing to Enhance Biodiversity Monitoring and Detection: A Critical Challenge for the Twenty-First Century

inferredcites →https://doi.org/10.1007/978-3-030-33157-3_16openalex-snapshot

Consideration of Scale in Remote Sensing of Biodiversity

inferredcites →https://doi.org/10.1007/978-3-030-33157-3_19openalex-snapshot

Prospects and Pitfalls for Spectroscopic Remote Sensing of Biodiversity at the Global Scale

inferredcites →https://doi.org/10.1007/978-3-319-27288-7_4openalex-snapshot

Monitoring Essential Biodiversity Variables at the Species Level

inferredcites →https://doi.org/10.1007/s13157-010-0085-zopenalex-snapshot

Calculating the Ecosystem Service of Water Storage in Isolated Wetlands using LiDAR in North Central Florida, USA

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Semi-automated procedures for tree species identification in high spatial resolution data from digitized colour infrared-aerial photography

inferredcites →https://doi.org/10.1016/j.actao.2004.03.008openalex-snapshot

Testing the spectral variation hypothesis by using satellite multispectral images

inferredcites →https://doi.org/10.1016/j.asr.2023.02.031openalex-snapshot

Alpha and beta diversity mapping in Indian tropical deciduous forests using high-fidelity imaging spectroscopy

inferredcites →https://doi.org/10.1016/j.ecoinf.2010.06.001openalex-snapshot

Remotely sensed spectral heterogeneity as a proxy of species diversity: Recent advances and open challenges

inferredcites →https://doi.org/10.1016/j.ecoinf.2020.101195openalex-snapshot

From local spectral species to global spectral communities: A benchmark for ecosystem diversity estimate by remote sensing

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Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa

inferredcites →https://doi.org/10.1016/j.jag.2021.102653openalex-snapshot

Spectral diversity allows remote detection of the rehabilitation status in an Amazonian iron mining complex

inferredcites →https://doi.org/10.1016/j.rse.2018.10.037openalex-snapshot

Detecting prairie biodiversity with airborne remote sensing

inferredcites →https://doi.org/10.1016/j.rse.2021.112349openalex-snapshot

NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms

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Pine savanna restoration on agricultural landscapes: The path back to native savanna ecosystem services

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Analysis of Ecological Communities

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Assembly rules in plant communities

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Effects of long-term fire exclusion on tree species composition and stand structure in an old-growth Pinus palustris (Longleaf pine) forest

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The Spectral Mixture Residual: A Source of Low‐Variance Information to Enhance the Explainability and Accuracy of Surface Biology and Geology Retrievals

inferredcites →https://doi.org/10.1029/2022jg007026openalex-snapshot

The Spectral Species Concept in Living Color

inferredcites →https://doi.org/10.1080/01431160117096openalex-snapshot

Using remote sensing to assess biodiversity

inferredcites →https://doi.org/10.1080/02564602.2020.1740615openalex-snapshot

PCA-based Feature Reduction for Hyperspectral Remote Sensing Image Classification

inferredcites →https://doi.org/10.1109/36.3001openalex-snapshot

A transformation for ordering multispectral data in terms of image quality with implications for noise removal

inferredcites →https://doi.org/10.1109/tgrs.2003.819189openalex-snapshot

Estimation of Number of Spectrally Distinct Signal Sources in Hyperspectral Imagery

inferredcites →https://doi.org/10.1109/tgrs.2005.863297openalex-snapshot

Independent component analysis-based dimensionality reduction with applications in hyperspectral image analysis

inferredcites →https://doi.org/10.1109/tgrs.2020.3003209openalex-snapshot

Below-Cloud Atmospheric Correction of Airborne Hyperspectral Imagery Using Simultaneous Solar Spectral Irradiance Observations

inferredcites →https://doi.org/10.1111/2041-210x.12941openalex-snapshot

Measuring β‐diversity by remote sensing: A challenge for biodiversity monitoring

inferredcites →https://doi.org/10.1111/2041-210x.13310openalex-snapshot

biodivMapR: An r package for α‐ and β‐diversity mapping using remotely sensed images

inferredcites →https://doi.org/10.1111/ddi.12278openalex-snapshot

How global biodiversity hotspots may go unrecognized: lessons from the North American Coastal Plain

inferredcites →https://doi.org/10.1111/j.0030-1299.2004.13250.xopenalex-snapshot

Rethinking plant community theory

inferredcites →https://doi.org/10.1111/j.1469-8137.2010.03284.xopenalex-snapshot

Remote sensing of plant functional types

inferredcites →https://doi.org/10.1186/s13717-020-00255-4openalex-snapshot

Current and near-term advances in Earth observation for ecological applications

inferredcites →https://doi.org/10.17226/25437openalex-snapshot

Thriving on Our Changing Planet: A Decadal Strategy for Earth Observation from Space

inferredcites →https://doi.org/10.1890/13-1824.1openalex-snapshot

Mapping tropical forest canopy diversity using high‐fidelity imaging spectroscopy

inferredcites →https://doi.org/10.2179/09-016.1openalex-snapshot

A Vegetation Classification of Fire-Dependent Pinelands of Florida

inferredcites →https://doi.org/10.2307/2423190openalex-snapshot

Successional and Environmental Relationships of the Forest Vegetation of North Central Florida

inferredcites →https://doi.org/10.3390/f10050367openalex-snapshot

Patchy Fires Promote Regeneration of Longleaf Pine (Pinus palustris Mill.) in Pine Savannas

inferredcites →https://doi.org/10.3390/ijgi7120488openalex-snapshot

Comparison of Independent Component Analysis, Principal Component Analysis, and Minimum Noise Fraction Transformation for Tree Species Classification Using APEX Hyperspectral Imagery

inferredcites →https://doi.org/10.3390/rs13112148openalex-snapshot

A Remote Sensing Approach to Understanding Patterns of Secondary Succession in Tropical Forest

inferredcites →https://doi.org/10.3390/rs14194933openalex-snapshot

Use of Remote Sensing Techniques to Estimate Plant Diversity within Ecological Networks: A Worked Example

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Assessment of the Capability of Landsat and BiodivMapR to Track the Change of Alpha Diversity in Dryland Disturbed by Mining

inferredcites →https://doi.org/10.3390/rs3081680openalex-snapshot

Timing Constraints on Remote Sensing of Wildland Fire Burned Area in the Southeastern US

What points at this work

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

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Species Composition Modulates Soil Salinity Dynamics in Afforested Drylands: Insights from Remote Sensing and Machine Learning

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High‐resolution spectral data predict taxonomic diversity in low diversity grasslands

inferred← citeshttps://doi.org/10.1007/978-3-031-99665-8_7openalex-snapshot

A Plant Trait-Based Approach to Map Forest Biodiversity Using Imaging Spectroscopy and Physical Modeling

inferred← citeshttps://doi.org/10.1007/s42974-025-00252-7openalex-snapshot

Mapping plant taxonomic diversity and spatial structure of mangrove communities with spaceborne imagery

inferred← citeshttps://doi.org/10.1016/j.ecoinf.2024.102702openalex-snapshot

Reviewing the Spectral Variation Hypothesis: Twenty years in the tumultuous sea of biodiversity estimation by remote sensing

inferred← citeshttps://doi.org/10.1016/j.ecoinf.2025.103028openalex-snapshot

Hyperspectral sensing of aboveground biomass and species diversity in a long-running grassland experiment

inferred← citeshttps://doi.org/10.1016/j.tree.2024.09.006openalex-snapshot

Scaling-up ecological understanding with remote sensing and causal inference

inferred← citeshttps://doi.org/10.1029/2024jg008217openalex-snapshot

Classifying Plant Communities in the North American Coastal Plain With PRISMA Spaceborne Hyperspectral Imagery and the Spectral Mixture Residual

inferred← citeshttps://doi.org/10.1029/2025jd043595openalex-snapshot

The GOES Eastern United States Fire Emissions Inventory

inferred← citeshttps://doi.org/10.1039/d4va00203bopenalex-snapshot

Environmental restoration of polyaromatic hydrocarbon-contaminated soil through sustainable rhizoremediation: insights into bioeconomy and high-throughput systematic analysis

inferred← citeshttps://doi.org/10.1080/01431161.2024.2410959openalex-snapshot

Estimating plant β-diversity using airborne and spaceborne imaging spectroscopy

inferred← citeshttps://doi.org/10.1088/1748-9326/ad545aopenalex-snapshot

Parcel level temporal variance of remotely sensed spectral reflectance predicts plant diversity

inferred← citeshttps://doi.org/10.1109/m2garss57310.2024.10537273openalex-snapshot

Prisma Images for the Estimation of Functional Traits and Biodiversity Indices in Mid-Latitude Forests

inferred← citeshttps://doi.org/10.1109/tgrs.2026.3707966openalex-snapshot

Context-Aware Multimodal Representation Learning for Spatio-Temporally Explicit Environmental Modeling

inferred← citeshttps://doi.org/10.2139/ssrn.5339771openalex-snapshot

Spectral Analysis of Multitemporal Sar Imagery for Multiscale Landslide Detection, Mapping, and Characterization

inferred← citeshttps://doi.org/10.22541/essoar.171440152.21841413/v1openalex-snapshot

Classifying Plant Communities in the North American Coastal Plain with PRISMA Spaceborne Hyperspectral Imagery and the Spectral Mixture Residual

inferred← citeshttps://doi.org/10.3390/land15101842openalex-snapshot

Spectral Scaling Effects of ZY1-02D Satellite Imagery on Landscape Diversity Assessment in the Yellow River Delta: Using Harmonic Analysis and Interpretable XGBoost

inferred← citeshttps://doi.org/10.3390/rs17111806openalex-snapshot

Integrating Hyperspectral Imaging, Plant Functional Diversity, and Soil-Lithology to Uncover Mountainscape Disturbance Dynamics Induced by Landsliding

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