An analysis of the accuracy of photo-based plant identification applications on 55 tree species

RJ Schmidt, BM Casario… - … & urban forestry, 2022 - scholarship.libraries.rutgers.edu
Background With the creation of photo-based plant identification applications (apps), the
ability to attain basic identifications of plants in the field is seemingly available to anyone …

How consistent are citizen science data sources, an exploratory study using free automated image recognition apps for woody plant identification

K Anyomi - Canadian Journal of Forest Research, 2023 - cdnsciencepub.com
Rapid advances in artificial intelligence have led to an upsurge in automated image
recognition phone apps. This has increased public involvement in the collection …

Assessing the accuracy of free automated plant identification applications

AG Hart, H Bosley, C Hooper, J Perry… - People and …, 2023 - Wiley Online Library
Widely available and inexpensive mobile phone applications offer users, whether
professional ecologists or interested amateurs, the potential for simple and rapid automated …

[HTML][HTML] A repeatable scoring system for assessing Smartphone applications ability to identify herbaceous plants

N Campbell, J Peacock, KL Bacon - Plos one, 2023 - journals.plos.org
The ubiquity of Smartphone applications that aim to identify organisms, including plants,
make them potentially useful for increasing people's engagement with the natural world …

Apps for angiosperms: The usability of mobile computers and printed field guides for UK wild flower and winter tree identification

BC Stagg, ME Donkin - Journal of Biological Education, 2017 - Taylor & Francis
We investigated usability of mobile computers and field guide books with adult botanical
novices, for the identification of wildflowers and deciduous trees in winter. Identification …

What plant is that? Tests of automated image recognition apps for plant identification on plants from the British flora

HG Jones - AoB Plants, 2020 - academic.oup.com
There has been a recent explosion in development of image recognition technology and its
application to automated plant identification, so it is timely to consider its potential for field …

Towards more effective identification keys: A study of people identifying plant species characters

J Wäldchen, HC Wittich, M Rzanny, A Fritz… - People and …, 2022 - Wiley Online Library
Accurate species identification is essential for ecological monitoring and biodiversity
conservation. Interactive plant identification keys have been considerably improved in recent …

Potential of plant identification apps in urban forestry studies in China: Comparison of recognition accuracy and user experience of five apps

D Xing, J Yang, J Jin, X Luo - Journal of Forestry Research, 2021 - Springer
Abstract Information on species composition of an urban forest is essential for its
management. However, to obtain this information becomes increasingly difficult due to …

Tree species identification in mixed coniferous forest using airborne laser scanning

A Suratno, C Seielstad, L Queen - ISPRS Journal of Photogrammetry and …, 2009 - Elsevier
This study tests the capacity of relatively low density (< 1 return/m2) airborne laser scanner
data for discriminating between Douglas-fir, western larch, ponderosa pine, and lodgepole …

[HTML][HTML] Computer vision applied to herbarium specimens of German trees: testing the future utility of the millions of herbarium specimen images for automated …

J Unger, D Merhof, S Renner - BMC Evolutionary Biology, 2016 - Springer
Abstract Background Global Plants, a collaborative between JSTOR and some 300 herbaria,
now contains about 2.48 million high-resolution images of plant specimens, a number that …