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iNaturalist is a large and growing open-source online platform connecting a global community of users to the natural world and to each other. iNaturalist makes it simple for anyone to share observations, get identifications, and make identifications of ...
Colleen Hitchcock +2 more
exaly +3 more sources
Community Science: Big Insights From Small Mammal Data [PDF]
Biodiversity surveys can be costly and labor‐intensive; therefore, community science databases serve as a practical resource to support survey goals. Community science datasets may be a valuable tool for easily identifiable species.
Marion Sherbourne +7 more
doaj +2 more sources
Social interactions among online community members contributing to volunteered geographic information (VGI) are a key element and often crucial to VGI project success.
Guiming Zhang, Xi Gong
exaly +3 more sources
Investigating key drivers influencing AI-based detection and identification of plants. [PDF]
In recent years, AI-driven platforms have transformed citizen science by collecting and generating valuable records of living organisms for monitoring biological data.
Andréanne Charron +3 more
doaj +2 more sources
iNaturalist and Structured Mammal Surveys Reflect Similar Species Richness but Capture Different Species Pools Across the United States [PDF]
Crowd‐sourced biodiversity data, such as those housed in the iNaturalist platform, are increasingly used to monitor species distributions. Such data represent unstructured biodiversity surveys that are generally comprised of incidental observations and ...
Daniel J. Herrera +7 more
doaj +2 more sources
Documenting biodiversity with digital data: comparing and contrasting the efficacy of specimen-based and observation-based approaches. [PDF]
Summary Digitized herbarium specimens and iNaturalist observations provide invaluable plant biodiversity data. Combining these two data sources could create a more holistic representation of local biodiversity; however, understanding biases inherent to each is critical to determine how to best combine and utilize these data.
Wilcox RC +5 more
europepmc +2 more sources
Maps and models of the distributions of animals and plants are important for assessing their current and future status. Such models rely on information on the environment and occurrence of species.
Patrick KRAPF
doaj +1 more source
Utilizing The iNaturalist Application for Biology Research and Learning
This literature study aims to describe the utilization of the iNaturalist application (https://www.inaturalist.org/) in biology research and learning activities. iNaturalist is an Online Citizen Science (OCS) application available on the web and Android (
Ipin +3 more
doaj +1 more source
Combining Physical and Digital Data Collection for Citizen Science Climate Research
In this paper, we present our experience designing and implementing a hybrid citizen science protocol combining local data collection reported digitally with the return of physical samples by mail.
Heather Killen +3 more
doaj +1 more source
Several urban landscape planning solutions have been introduced around the world to find a balance between developing urban spaces, maintaining and restoring biodiversity, and enhancing quality of human life.
Magdalena L. Lenda +8 more
doaj +1 more source

