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

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What this work says

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

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Spectral diversity area relationships for assessing biodiversity in a wildland–agriculture matrix
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How robust are popular beta diversity indices to sampling error?
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A TEN‐YEAR RECORD OF ABOVEGROUND BIOMASS IN A KANSAS TALLGRASS PRAIRIE: EFFECTS OF FIRE AND TOPOGRAPHIC POSITION
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I nterannual variability in primary production in tallgrass prairie: climate, soil moisture, topographic position, and fire as determinants of aboveground biomass
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Consideration of Scale in Remote Sensing of Biodiversity
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Drought and biodiversity in Grasslands
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The EnMAP hyperspectral imager—An advanced optical payload for future applications in Earth observation programmes
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Testing the spectral variation hypothesis by using satellite multispectral images
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Fine-scale assessment of hay meadow productivity and plant diversity in the European Alps using field spectrometric data
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Testing the correlation between beta diversity and differences in productivity among global ecoregions, biomes, and biogeographical realms
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Remotely sensed spectral heterogeneity as a proxy of species diversity: Recent advances and open challenges
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Assessment of fine-scale plant species beta diversity using WorldView-2 satellite spectral dissimilarity
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Does using species abundance data improve estimates of species diversity from remotely sensed spectral heterogeneity?
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Mapping tree species diversity of a tropical montane forest by unsupervised clustering of airborne imaging spectroscopy data
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Optical trait indicators for remote sensing of plant species composition: Predictive power and seasonal variability
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Mapping of continuous floristic gradients in grasslands using hyperspectral imagery
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The use of hyperspectral remote sensing to assess vascular plant species richness on Horn Island, Mississippi
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Forage quality of savannas — Simultaneously mapping foliar protein and polyphenols for trees and grass using hyperspectral imagery
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Mesoscale assessment of changes in tropical tree species richness across a bioclimatic gradient in Panama using airborne imaging spectroscopy
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Application of the photosynthetic light-use efficiency model in a northern Great Plains grassland
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Mapping plant species in mixed grassland communities using close range imaging spectroscopy
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Remote sensing of biodiversity: Soil correction and data dimension reduction methods improve assessment of α-diversity (species richness) in prairie ecosystems
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Detecting prairie biodiversity with airborne remote sensing
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Mapping foliar functional traits and their uncertainties across three years in a grassland experiment
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Supporting biodiversity by prescribed burning in grasslands — A multi-taxa approach
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Using the satellite-derived NDVI to assess ecological responses to environmental change
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Biophysical and Biochemical Sources of Variability in Canopy Reflectance
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Wildfire alters oak growth, foliar chemistry, and herbivory
inferredcites →https://doi.org/10.1023/a:1009728104508openalex-snapshot
Effects of seasonal fire, bison grazing and climatic variation on tallgrass prairie vegetation
inferredcites →https://doi.org/10.1029/2019eo136205openalex-snapshot
Watching Earth’s Interconnected Systems at Work
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Increases in terrestrial carbon storage from the Last Glacial Maximum to the present
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Environmental science: Agree on biodiversity metrics to track from space
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Monitoring plant functional diversity from space
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ISS observations offer insights into plant function
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Plant spectral diversity integrates functional and phylogenetic components of biodiversity and predicts ecosystem function
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Hyperspectral remote sensing for estimating aboveground biomass and for exploring species richness patterns of grassland habitats
inferredcites →https://doi.org/10.1080/10106040508542350openalex-snapshot
Relations between NDVI, Grassland Production, and Crop Yield in the Central Great Plains
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Satellite remote sensing, biodiversity research and conservation of the future
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Hyperspectral Imager Suite (HISUI) -Japanese hyper-multi spectral radiometer
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The PRISMA hyperspectral mission: Science activities and opportunities for agriculture and land monitoring
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.2008.918089openalex-snapshot
Hyperspectral Subspace Identification
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.13057openalex-snapshot
Improving biodiversity monitoring using satellite remote sensing to provide solutions towards the 2020 conservation targets
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Partitioning plant spectral diversity into alpha and beta components
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Observing terrestrial ecosystems and the carbon cycle from space
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Sympatric cryptic species in New Zealand Onychophora
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THE DISTRIBUTION OF THE FLORA IN THE ALPINE ZONE. 1
inferredcites →https://doi.org/10.1111/j.1469-8137.2010.03284.xopenalex-snapshot
Remote sensing of plant functional types
inferredcites →https://doi.org/10.1111/j.1469-8137.2010.03536.xopenalex-snapshot
Sources of variability in canopy reflectance and the convergent properties of plants
inferredcites →https://doi.org/10.1111/j.1523-1739.2008.01139.xopenalex-snapshot
Pyric Herbivory: Rewilding Landscapes through the Recoupling of Fire and Grazing
inferredcites →https://doi.org/10.1111/jbi.14281openalex-snapshot
The detection of disease clustering and a generalized regression approach.
inferredcites →https://doi.org/10.1111/nph.13853openalex-snapshot
Leaf aging of Amazonian canopy trees as revealed by spectral and physiochemical measurements
inferredcites →https://doi.org/10.1111/nph.15934openalex-snapshot
Flux towers in the sky: global ecology from space
inferredcites →https://doi.org/10.1126/science.1229931openalex-snapshot
Essential Biodiversity Variables
inferredcites →https://doi.org/10.1126/science.1256014openalex-snapshot
Sensing biodiversity
inferredcites →https://doi.org/10.1126/science.aaj1987openalex-snapshot
Airborne laser-guided imaging spectroscopy to map forest trait diversity and guide conservation
inferredcites →https://doi.org/10.13140/rg.2.1.2745.4564openalex-snapshot
Hyperspectral and multispectral remote sensing for mapping grassland vegetation
inferredcites →https://doi.org/10.1371/journal.pone.0155836openalex-snapshot
Long Term Positive Effect of Grassland Restoration on Plant Diversity - Success or Not?
inferredcites →https://doi.org/10.1641/0006-3568(2001)051[0625:rhorem]2.0.co;2openalex-snapshot
Restoring Heterogeneity on Rangelands: Ecosystem Management Based on Evolutionary Grazing Patterns
inferredcites →https://doi.org/10.1890/0012-9658(2002)083[0339:rvifca]2.0.co;2openalex-snapshot
REGIONAL VARIATION IN FOLIAR CHEMISTRY AND N CYCLING AMONG FORESTS OF DIVERSE HISTORY AND COMPOSITION*
inferredcites →https://doi.org/10.1890/070152openalex-snapshot
Airborne spectranomics: mapping canopy chemical and taxonomic diversity in tropical forests
inferredcites →https://doi.org/10.1890/13-1824.1openalex-snapshot
Mapping tropical forest canopy diversity using high‐fidelity imaging spectroscopy
inferredcites →https://doi.org/10.1890/13-2110.1openalex-snapshot
Spectroscopic determination of leaf morphological and biochemical traits for northern temperate and boreal tree species
inferredcites →https://doi.org/10.2307/1312365openalex-snapshot
Prairie Conservation in North America
inferredcites →https://doi.org/10.2307/1941447openalex-snapshot
The Problem of Pattern and Scale in Ecology: The Robert H. MacArthur Award Lecture
inferredcites →https://doi.org/10.2307/1941450openalex-snapshot
Fire Frequency and Community Heterogeneity in Tallgrass Prairie Vegetation
inferredcites →https://doi.org/10.2307/2425988openalex-snapshot
Effect of Topographic Position and Fire on Species Composition in Tallgrass Prairie in Northeast Kansas
inferredcites →https://doi.org/10.2307/3899622openalex-snapshot
Long-Term Effects of Annual Burning at Different Dates in Ungrazed Kansas Tallgrass Prairie
inferredcites →https://doi.org/10.3159/1095-5674(2006)133[626:eaootc]2.0.co;2openalex-snapshot
Evolution and origin of the Central Grassland of North America: climate, fire, and mammalian grazers1
inferredcites →https://doi.org/10.3368/er.31.2.168openalex-snapshot
Influence of Richness and Seeding Density on Invasion Resistance in Experimental Tallgrass Prairie Restorations
inferredcites →https://doi.org/10.3390/rs8020133openalex-snapshot
Airborne Hyperspectral Data Predict Fine-Scale Plant Species Diversity in Grazed Dry Grasslands
inferredcites →https://doi.org/10.3390/rs8030214openalex-snapshot
Integrated Analysis of Productivity and Biodiversity in a Southern Alberta Prairie
inferredcites →https://doi.org/10.3732/ajb.1700061openalex-snapshot
Harnessing plant spectra to integrate the biodiversity sciences across biological and spatial scales
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Improving the performance of hyperspectral pushbroom imaging spectrometers for specific science applications

What points at this work

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

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Zy1-02d Satellite Hyperspectral Remote Sensing: Spatial Scaling Analysis and Monitoring of Landscape Wetland Diversity
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Remote Sensing of Grassland Plant Biodiversity and Functional Traits
inferred← citeshttps://doi.org/10.1002/ece3.71941openalex-snapshot
Assessing Species Fractional Cover and α‐Diversity in Boreal Peatlands Across Trophic Levels Using Hyperspectral Data
inferred← citeshttps://doi.org/10.1002/ece3.9623openalex-snapshot
Short‐range multispectral imaging is an inexpensive, fast, and accurate approach to estimate biodiversity in a temperate calcareous grassland
inferred← citeshttps://doi.org/10.1002/ecs2.70213openalex-snapshot
Intrinsic dimensionality as a metric for temporal plant diversity evaluation: Case study from the SHIFT campaign
inferred← citeshttps://doi.org/10.1002/ecs2.70257openalex-snapshot
Hyperspectral leaf reflectance of grasses varies with evolutionary lineage more than with site
inferred← citeshttps://doi.org/10.1002/ecy.70078openalex-snapshot
Spectral biology across scales in changing environments
inferred← citeshttps://doi.org/10.1002/ldr.5010openalex-snapshot
Using unmanned aerial vehicle multispectral data for monitoring the outcomes of ecological restoration in mining areas
inferred← citeshttps://doi.org/10.1002/rse2.244openalex-snapshot
Spatial resolution, spectral metrics and biomass are key aspects in estimating plant species richness from spectral diversity in species‐rich grasslands
inferred← citeshttps://doi.org/10.1002/rse2.370openalex-snapshot
Assessing plant trait diversity as an indicators of species α‐ and β‐diversity in a subalpine grassland of the Italian Alps
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Improved mangrove α-diversity estimation by coupling multispectral satellite images, canopy traits and soil properties
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Unmanned aerial vehicles: A review
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Potential of GPR data fusion with hyperspectral data for precision agriculture of the future
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“Flower power”: How flowering affects spectral diversity metrics and their relationship with plant diversity
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Reviewing the Spectral Variation Hypothesis: Twenty years in the tumultuous sea of biodiversity estimation by remote sensing
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Integration of UAV-sensed features using machine learning methods to assess species richness in wet grassland ecosystems
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How spatial resolution mediates canopy spectral diversity as a proxy for marsh plant diversity
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The utility of combining deep learning with metabarcoding to model biodiversity dynamics at a national scale
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Remote sensing of spectral diversity: A new methodological approach to account for spatio-temporal dissimilarities between plant communities
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Uncovering optimal vegetation indices for estimating wetland plant species diversity
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Unveiling vegetation recovery dynamics in Andean grasslands along a trans-Andean natural gas pipeline
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Combining spectral and texture indexes predicts plant diversity in temperate riverine wetlands of the lower Yellow River, China
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Nonlinear interactions between fractional vegetation coverage and plant diversity across urban land-use types: insights from the Grand Canal region
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Integrating multi-temporal information for monitoring plant spectral diversity with PlanetScope and Sentinel-2 satellite imagery
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Impacts of farmland trees on ecosystem services in intensive agricultural systems
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Systematic review of remote sensing technology for grassland biodiversity monitoring: Current status and challenges
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Discrepancy in minimum sampling areas for UAV hyperspectral remote sensing and traditional biodiversity monitoring
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Using ZY1-02D satellite hyperspectral remote sensing to monitor landscape diversity and its spatial scaling change in the Yellow River Estuary
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Monitoring wetland plant diversity from space: Progress and perspective
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Evaluating temporal transferability of imaging spectroscopy-based functional trait models in alpine grasslands
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Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series
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Seasonal patterns of spectral diversity at leaf and canopy scales in the Cedar Creek prairie biodiversity experiment
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Using airborne and DESIS imaging spectroscopy to map plant diversity across the largest contiguous tract of tallgrass prairie on earth
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Evaluating the utility of hyperspectral data to monitor local-scale β-diversity across space and time
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Habitat-dependent and asymmetric drivers of spectral diversity–biodiversity relationships in temperate grasslands
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The Spectral Species Concept in Living Color
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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
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Early indicators of declining pasture persistence: sensor-based tools for paddock-scale identification
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Classification of grassland conditions using a hyperspectral camera and deep learning
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Peatland leaf-area index and biomass estimation with ultra-high resolution remote sensing
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Parcel level temporal variance of remotely sensed spectral reflectance predicts plant diversity
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Flexible estimation of biodiversity with short-range multispectral imaging in a temperate grassland
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Posterior Probability-Based Single Time-Series Model Combination Strategy for Predicting Multi-Temporal Crop Classification
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ResNeTS: A ResNet for Time Series Analysis of Sentinel-2 Data Applied to Grassland Plant-Biodiversity Prediction
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Remote sensing of phenology: Towards the comprehensive indicators of plant community dynamics from species to regional scales
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Making remote sense of biodiversity: What grassland characteristics make spectral diversity a good proxy for taxonomic diversity?
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Image‐based high‐throughput phenotyping for the estimation of persistence of perennial ryegrass ( Lolium perenne L.)—A review
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Plant diversity across dimensions: Coupling biodiversity measures from the ground and the sky
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Study on forest plant diversity monitoring based on Sentinel-2A satellite data in northeast China
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Análisis de la diversidad funcional del estrato herbáceo en un ecosistema de dehesa a partir de datos hiperespectrales "in situ"
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Effects of Pixel Resolution, Mapping Window Size, and Spectral Species Classification on Remote Sensing of Plant Beta Diversity Using biodivMapR and Hyperspectral Imagery
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Preliminary Studies on the Threshold Levels of Salinity and Alkalinity at Which Mortality Occurs in the Invasive Alien Species - Pomacea canaliculata (Lamarck, 1822)
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Investigating tree diversity and structure across varying land cover classes and altitudes in the savanna woodlands of Sudan
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Estimating Alpha, Beta, and Gamma Diversity Through Deep Learning
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Beta Diversity Is Better—Microhabitat Diversity and Multiplet Diversity Offer Novel Insights into Plant Coexistence in Grassland Restoration
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Fine-Scale Spatiotemporal Variability of Plant Species Composition in Old-Field Succession—The Cycling Heterogeneity Hypothesis Revisited
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Measuring Alpha and Beta Diversity by Field and Remote-Sensing Data: A Challenge for Coastal Dunes Biodiversity Monitoring
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Investigating the Relationship between Tree Species Diversity and Landsat-8 Spectral Heterogeneity across Multiple Phenological Stages
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The Potential of Mapping Grassland Plant Diversity with the Links among Spectral Diversity, Functional Trait Diversity, and Species Diversity
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The Feasibility of Leaf Reflectance-Based Taxonomic Inventories and Diversity Assessments of Species-Rich Grasslands: A Cross-Seasonal Evaluation Using Waveband Selection
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Prediction of Grassland Biodiversity Using Measures of Spectral Variance: A Meta-Analytical Review
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Can Plot-Level Photographs Accurately Estimate Tundra Vegetation Cover in Northern Alaska?
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Mangrove Biodiversity Assessment Using UAV Lidar and Hyperspectral Data in China’s Pinglu Canal Estuary
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On the Optimization of Regression-Based Spectral Reconstruction
inferred← citeshttps://doi.org/10.3390/s22166288openalex-snapshot
Spectral Reflectance Recovery from the Quadcolor Camera Signals Using the Interpolation and Weighted Principal Component Analysis Methods
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