PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning

Author:

Cui Kangning1ORCID,Shao Zishan2ORCID,Larsen Gregory2ORCID,Pauca Victor2ORCID,Alqahtani Sarra2ORCID,Segurado David2ORCID,Pinheiro João2ORCID,Wang Manqi2ORCID,Lutz David3ORCID,Plemmons Robert2ORCID,Silman Miles2ORCID

Affiliation:

1. City University of Hong Kong, Kowloon, Hong Kong

2. Wake Forest University, Winston-Salem, NC, USA

3. Dartmouth College, Hanover, NH, USA

Funder

National Science Foundation

Publisher

ACM

Reference26 articles.

1. Diversity of Palm Communities at Different Spatial Scales in a Recently Fragmented Tropical Landscape;Browne Luke;Botanical Journal of the Linnean Society,2016

2. Seda Camalan, Kangning Cui, Victor Pauca, Sarra Alqahtani, Miles Silman, Raymond Chan, Evan Dethier, Luis Fernandez, David Lutz, and Robert Plemmons. 2022. Detecting Change Due to Alluvial Gold Mining in Peruvian Rainforest Using Recursive Convolutional Neural Networks and Contrastive Learning. In AGU Fall Meeting Abstracts, Vol. 2022. AGU, Chicago, USA, B52G-0905.

3. Change Detection of Amazonian Alluvial Gold Mining Using Deep Learning and Sentinel-2 Imagery;Camalan Seda;Remote Sensing,2022

4. A Review of Remote Sensing Applications for Oil Palm Studies;Chong Khai Loong;Geo-spatial Information Science,2017

5. Kangning Cui, Seda Camalan, Ruoning Li, Victor Pauca, Sarra Alqahtani, Robert Plemmons, Miles Silman, Evan Nylen Dethier, David Lutz, and Raymond Chan. 2022. Semi-Supervised Change Detection of Small Water Bodies Using RGB and Multispectral Images in Peruvian Rainforests. In 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE, Rome, Italy, 1--5.

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