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The Digital Herbarium: Solutions for Data Collection and Identification of Indonesian Plant Diversity

TLDR
In this article, the authors used a digital herbarium for the identification and data collection of plant biodiversity in Indonesia and achieved 98.8 % accuracy on the family level and 80.1 % on the genus level while the species level reached 78.8%.
Abstract
Indonesia is one of the world’s biodiversity hotspots. It is estimated to be the home of 9.5% flowering plant species, making it the seventh country with the highest biodiversity. Plant data collection is necessary to ascertain the level of plant biodiversity, as such data help in conservation efforts and long-term management. One of the methods applied is the collection of plants, with the purpose to acquire as much data about its biological resources. The collected specimen are then gathered and processed into a herbarium to be used as an information source in managing biological resources. Unfortunately, there are some difficulties related to the making and management of a herbarium. Digital herbarium are one of the potential solutions to the limitations of the traditional herbarium. It is a collection of plant pictures, replete with every step of productivity (leaf, flower, fruit) and the main characteristics of the plant species. It is an effective method for the identification and collection of plant biodiversity in Indonesia. About 2149 plants have been gathered from Borneo, Seram, Waigeo, Flores and Sulawesi which consisted of 152 family, 512 genus, and 1,832 species, with a total of 30391 pictures of plant parts. From the experiment conducted on 672 specimens, it achieved 98.8 % accuracy on the family level and 80.1 % accuracy on the genus level, while the species level reached 78.8%. The results showed that digital herbarium can be used to conduct identification and data collection of plant biodiversity. Furthermore, this method is simple, cheap and relatively easier to conduct. The output is a catalog of plant species in specific areas, which provides better understanding about plant identification and biodiversity, enhances conservation practices, and provides better long-term protection for Indonesian plant biodiversity.

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Utilizing The iNaturalist Application for Biology Research and Learning

- 03 Mar 2023 - 
TL;DR: The iNaturalist application as discussed by the authors is an online citizen science (OCS) application available on the web and Android (apps) platforms for collecting, identifying, and mapping varied biodiversity worldwide and can also be used in learning biology on relevant concepts such as biodiversity, ecology, environment, plantae, animalia, and others.
References
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Journal ArticleDOI

Primary forest cover loss in Indonesia over 2000–2012

TL;DR: In this paper, the authors report a spatially and temporally explicit quantification of Indonesian primary forest loss, which totalled over 602 Mha from 2000 to 2012 and increased on average by 47,600 ha per year.
Journal ArticleDOI

What we know and don't know about Earth's missing biodiversity.

TL;DR: Estimates of non-microbial diversity on Earth range from 2 million to over 50 million species, with great uncertainties in numbers of insects, fungi, nematodes, and deep-sea organisms, and prospects for further discoveries are summarized.
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Bias and information in biological records

TL;DR: A set of hypothetical ‘syndromes’ of recording behaviour, each of which is characterized by different information content, are considered, and it is demonstrated how these concepts can be used to support the growth of a particular type of Recording behaviour.
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How many species of flowering plants are there

TL;DR: A model is applied that explicitly incorporates taxonomic effort over time to estimate the number of as-yet-unknown species, and asks taxonomic experts their opinions on how many species are likely to be missing, on a family-by-family basis.
Journal ArticleDOI

Key issues and new approaches for evaluating citizen‐science learning outcomes

TL;DR: In this paper, the authors argue that citizen science can have other, more far-reaching community-level outcomes, which have received less attention but warrant consideration for continued programmatic improvement.
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