February 19, 2026 preprint Open access Bridging the gaps between field-based ecology and remote sensing to estimate plant functional diversity: a systematic review bioRxiv (Cold Spring Harbor Laboratory) DOI: 10.64898/2026.02.19.706857 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 5 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access A starting guide to root ecology: strengthening ecological concepts and standardising root classification, sampling, processing and trait measurements 2021 New Phytologist article Environmental Science Ecology and Vegetation Dynamics Studies Open access 670 citations Global gradients in intraspecific variation in vegetative and floral traits are partially associated with climate and species richness 2020 Global Ecology and Biogeography article Environmental Science Ecology and Vegetation Dynamics Studies Open access 99 citations Pantropical modelling of canopy functional traits using Sentinel-2 remote sensing data 2020 Remote Sensing of Environment article Environmental Science Remote Sensing in Agriculture Open access 94 citations Towards scalable estimation of plant functional diversity from Sentinel-2: In-situ validation in a heterogeneous (semi-)natural landscape 2021 Remote Sensing of Environment article Environmental Science Remote Sensing in Agriculture Open access 74 citations Parcel level temporal variance of remotely sensed spectral reflectance predicts plant diversity 2024 Environmental Research Letters article Environmental Science Remote Sensing in Agriculture Open access 18 citations 5 results