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

M Torresani, C Rossi, M Perrone, LT Hauser… - Ecological …, 2024 - Elsevier
Twenty years ago, the Spectral Variation Hypothesis (SVH) was formulated as a means to
link between different aspects of biodiversity and spatial patterns of spectral data (eg …

[HTML][HTML] Systematic review of remote sensing technology for grassland biodiversity monitoring: Current status and challenges

X Lyu, X Li, D Dang, K Wang, C Zhang, W Cao… - Global Ecology and …, 2024 - Elsevier
Remote sensing technology plays an indispensable role in the monitoring of grassland
biodiversity, with developments towards a space–sky–ground integrated monitoring …

[HTML][HTML] Using ZY1-02D satellite hyperspectral remote sensing to monitor landscape diversity and its spatial scaling change in the Yellow River Estuary

S Cheng, X Yang, G Yang, B Chen, D Chen… - International Journal of …, 2024 - Elsevier
Monitoring and assessing wetland diversity is crucial for its accurate preservation.
Hyperspectral satellites have been proven effective for detailed investigations of plant …

[HTML][HTML] Uncovering the hidden: Leveraging sub-pixel spectral diversity to estimate plant diversity from space

C Rossi, H Gholizadeh - Remote Sensing of Environment, 2023 - Elsevier
Remotely sensed spectral diversity has emerged as a promising proxy for plant diversity.
However, spectral diversity approaches relate image spectra to plant community diversity by …

Combined use of spectral resampling and machine learning algorithms to estimate soybean leaf chlorophyll

C Gao, H Li, J Wang, X Zhang, K Huang, X Song… - … and Electronics in …, 2024 - Elsevier
For rapid estimation of soybean chlorophyll by hyperspectral technology, 76 soybean
varieties were investigated by simulation of Landsat-8 satellite bands through spectral …

Making remote sense of biodiversity: What grassland characteristics make spectral diversity a good proxy for taxonomic diversity?

E Van Cleemput, P Adler… - Global Ecology and …, 2023 - Wiley Online Library
Aim The spectral variability hypothesis (SVH) predicts that spectral diversity, defined as the
variability of radiation reflected from vegetation, increases with biodiversity. While …

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

C Rossi, NA McMillan, JM Schweizer… - Environmental …, 2024 - iopscience.iop.org
Over the last two decades, considerable research has built on remote sensing of spectral
diversity to assess plant diversity. The spectral variation hypothesis (SVH) proposes that …

The importance of spatial scale and vegetation complexity in woody species diversity and its relationship with remotely sensed variables

WG Canto-Sansores, JO López-Martínez… - ISPRS Journal of …, 2024 - Elsevier
Plant species diversity is key to ecosystem functioning, but in recent decades anthropogenic
activities have prompted an alarming decline in this community trait. Thus, developing …

Plant diversity across dimensions: Coupling biodiversity measures from the ground and the sky

JN Pinto-Ledezma, AK Schweiger, JA Guzmán Q… - Science …, 2025 - science.org
Tracking biodiversity across biomes over space and time has emerged as an imperative in
unified global efforts to manage our living planet for a sustainable future for humanity. We …

Mapping invasive noxious weed species in the alpine grassland ecosystems using very high spatial resolution UAV hyperspectral imagery and a novel deep learning …

F Xing, R An, X Guo, X Shen - GIScience & Remote Sensing, 2024 - Taylor & Francis
The term “invasive noxious weed species”(INWS), which refers to noxious weed plants that
invade native alpine grasslands, has increasingly become an ecological and economic …