﻿An image dataset of cleared, x-rayed, and fossil leaves vetted to plant family for human and machine learning

Peter Wilf; Scott L. Wing; Herbert W. Meyer; Jacob A. Rose; Rohit Saha; Thomas Serre; N.Rubén Cúneo; Michael P. Donovan; Diane M. Erwin; Maria A. Gandolfo; Erika Gonzalez-Akre; Fabiany Herrera; Shusheng Hu; Ari Iglesias; Kirk R. Johnson; Talia S. Karim; Xiaoyu Zou

doi:10.3897/phytokeys.187.72350

Related articles by

Research Article

PhytoKeys 187: 93-128
https://doi.org/10.3897/phytokeys.187.72350 (16 Dec 2021)

Other versions:

(9)

(11)

Edward J. Spagnuolo, Peter Wilf, Thomas Serre (2022)
Decoding family‐level features for modern and fossil leaves from computer‐vision heat maps. American Journal of Botany 109: 768.

DOI: 10.1002/ajb2.1842

Sergio R. S. Cevallos-Ferriz, Ana Lilia Hernández-Damián, Hugo Beraldi-Campesi, Marco Antonio Ruvalcaba-Knoth, Alma Rosa Huerta-Vergara (2022)
Paleobotany to understand evolution and biodiversity in Mexico. Botanical Sciences 100: S34.

DOI: 10.17129/botsci.3122

Peter Wilf, Ari Iglesias, María A. Gandolfo (2023)
The first Gondwanan Euphorbiaceae fossils reset the biogeographic history of the Macaranga‐Mallotus clade. American Journal of Botany 110: .

DOI: 10.1002/ajb2.16169

Kohei Iwamasa, Koji Noshita, Roeland M. H. Merks (2023)
Network feature-based phenotyping of leaf venation robustly reconstructs the latent space. PLOS Computational Biology 19: e1010581.

DOI: 10.1371/journal.pcbi.1010581

Nathaniel L. Edmonds, Ruth A. Stockey, Gar W. Rothwell (2022)
Late Cretaceous Aquatic Vegetation: Tolmania aquatica gen. et sp. nov., from Southern Alberta, Canada. International Journal of Plant Sciences 183: 567.

DOI: 10.1086/721261

Hanhui Huang, Yukun Shi, Qin Chen, Huiqing Xu, Sicong Song, Yujie Shi, Furao Shen, Junxuan Fan (2023)
An image dataset of fusulinid foraminifera generated with the aid of deep learning. Geoscience Data Journal : .

DOI: 10.1002/gdj3.215

Tao Yang, Jia-Hao Cai, Yan-Zhi Dai, Hong-Yu Chen, Lei Han, Li Zhang, Wei-Yu Liang, Xu-Jun Li, Wen-Jia Li, Jing-Yu Wu, San-Ping Xie, De-Fei Yan (2023)
Megafossils of Betulaceae from the Oligocene of Qaidam Basin and their paleoenvironmental and phytogeographic implications. Plant Diversity : .

DOI: 10.1016/j.pld.2023.03.007

Peter Wilf, Xiaoyu Zou, Michael P. Donovan, László Kocsis, Antonino Briguglio, David Shaw, JW Ferry Slik, Joseph J. Lambiase (2022)
First fossil-leaf floras from Brunei Darussalam show dipterocarp dominance in Borneo by the Pliocene. PeerJ 10: e12949.

DOI: 10.7717/peerj.12949

Burhan Rashid Hussein, Owais Ahmed Malik, Wee-Hong Ong, Johan Willem Frederik Slik (2022)
Applications of computer vision and machine learning techniques for digitized herbarium specimens: A systematic literature review. Ecological Informatics 69: 101641.

DOI: 10.1016/j.ecoinf.2022.101641