Research area · week to 3 Oct 2026

Remote Sensing in Agriculture

Moving in bioRxiv, Environmental research, Plant, Cell & Environment, Journal of Experimental Botany, Nature Communications.

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Harnessing Spectral Libraries From AVIRIS-NG Data for Precise PFT Classification: A Deep Learning Approach.
Plant, Cell & Environment · 1 Oct 2026 · Journal Article
Spectral libraries derived from AVIRIS-NG data enable 94% accuracy in plant functional type classification in Indian wildlife sanctuary.
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https://jclub.com.au/a/39866067
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FieldDino: Rapid In-Field Stomatal Anatomy and Physiology Phenotyping.
Plant, Cell & Environment · 1 Oct 2026 · Journal Article
FieldDino enables rapid, high-throughput in-field phenotyping of stomatal traits with 97.1% detection accuracy across 200 wheat genotypes.
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- 7 cites
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https://jclub.com.au/a/40421704
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Drought-Spec-Net: Early Tomato Drought Detection and Potential Yield-Impact Assessment Using Vis NIR Data
bioRxiv · 29 Sept 2026 · Preprint
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https://jclub.com.au/a/10.64898/2026.09.24.754113
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Quantitative retrieval of soil total nitrogen content from airborne hyperspectral data combining spectral transformations and machine learning algorithms.
Environmental research · 15 Sept 2026 · Journal Article
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https://jclub.com.au/a/42551649
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Integrating water use efficiency dynamics into ecological function zoning: Patterns, drivers, and trade-offs.
Environmental research · 15 Sept 2026 · Journal Article
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https://jclub.com.au/a/42551652
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A multidisciplinary and multi-scale approach for assessing the potential of maize crop as a soil contamination bioindicator.
Environmental research · 12 Sept 2026 · Journal Article
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https://jclub.com.au/a/42731588
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Reflectance spectra capture temporal variation in functional traits and their integration across leaf phenology
bioRxiv · 10 Sept 2026 · Preprint
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https://jclub.com.au/a/10.64898/2026.04.21.719921
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Improving Nitrogen Use Efficiency in Wheat: Integrating Agronomic, Genomics, and Remote Sensing for Sustainable Production.
Plant, Cell & Environment · 1 Sept 2026 · Review
Integrating agronomic, genomic, and remote sensing approaches improves wheat nitrogen use efficiency by addressing key physiological and technological constraints.
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https://jclub.com.au/a/42318778
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Using ΦPSII and leaf temperature as indicators of non-steady-state photosynthesis and stomatal conductance during stepwise changes in light intensity.
Journal of Experimental Botany · 1 Sept 2026 · Journal Article
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https://jclub.com.au/a/42141900
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When AI encounters natural history: Morphological OTUs reshape our understanding of Earth's life
bioRxiv · 28 Aug 2026 · Preprint
MorphOTU enables accurate, species-level biodiversity estimation directly from specimen images, matching expert identifications across diverse biological datasets.
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https://jclub.com.au/a/10.64898/2026.04.28.721370
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Using a planted tree biodiversity experiment to evaluate imaging spectroscopy for species classification
bioRxiv · 26 Aug 2026 · Preprint
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https://jclub.com.au/a/10.64898/2026.03.20.713086
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OPTIMIZING PRE-PROCESSING OF NEAR INFRARED SPECTRA FOR PHENOMIC PREDICTION USING SINGULAR VALUE DECOMPOSITION
bioRxiv · 23 Aug 2026 · Preprint
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https://jclub.com.au/a/10.64898/2026.05.10.724118
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Optimal canopy light-use strategy shapes global greenness dynamics.
Nature Communications · 21 Aug 2026 · Journal Article
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https://jclub.com.au/a/42764347
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Advances and limits of species-level canopy mapping in a hyperdiverse tropical forest: multi-temporal crown segmentation and airborne imaging spectroscopy
bioRxiv · 10 Aug 2026 · Preprint
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https://jclub.com.au/a/10.1101/2024.06.24.600405
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Large differences in photorespiration and its temperature response among temperate trees
bioRxiv · 9 Aug 2026 · Preprint
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https://jclub.com.au/a/10.1101/2025.11.22.689893
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