A framework for near-real time monitoring of diversity patterns based on indirect remote sensing, with an application in the Brazilian Atlantic rainforest

PeerJ. 2022 Jun 29:10:e13534. doi: 10.7717/peerj.13534. eCollection 2022.

Abstract

Monitoring biodiversity change is key to effective conservation policy. While it is difficult to establish in situ biodiversity monitoring programs at broad geographical scales, remote sensing advances allow for near-real time Earth observations that may help with this goal. We combine periodical and freely available remote sensing information describing temperature and precipitation with curated biological information from several groups of animals and plants in the Brazilian Atlantic rainforest to design an indirect remote sensing framework that monitors potential loss and gain of biodiversity in near-real time. Using data from biological collections and information from repeated field inventories, we demonstrate that this framework has the potential to accurately predict trends of biodiversity change for both taxonomic and phylogenetic diversity. The framework identifies areas of potential diversity loss more accurately than areas of species gain, and performs best when applied to broadly distributed groups of animals and plants.

Keywords: Biodiversity; Monitoring; Phylogenetic diversity; Prediction; Richness.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Biodiversity
  • Brazil
  • Phylogeny
  • Plants
  • Rainforest*
  • Remote Sensing Technology*

Associated data

  • Dryad/10.5061/dryad.6m905qfzp

Grants and funding

Andrea Paz was funded by a Fulbright-Colciencias fellowship and a CCNY Cluster for the study of biodiversity and environmental change seed award. This study used data collected by a collaborative project co-funded by the Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP; 2013/50297-0), the National Science Foundation (NSF; DEB 1343578, DEB-1343612), and NASA. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.