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Spatial and Geographic Information Science at PeerJ

Geocomputation and applied spatial statistics.

Latest articles

Inversion model of soil salinity in alfalfa covered farmland based on sensitive variable selection and machine learning algorithms
Hong Ma, Wenju Zhao, Weicheng Duan, Fangfang Ma, Congcong Li, Zongli Li
Towards sustainable coastal management: aerial imagery and deep learning for high-resolution Sargassum mapping
Javier Arellano-Verdejo, Hugo E. Lazcano-Hernandez
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Advancements in monitoring: a comparison of traditional and application-based tools for measuring outdoor recreation
Talia Vilalta Capdevila, Brynn A. McLellan, Annie Loosen, Anne Forshner, Karine Pigeon, Aerin L. Jacob, Pamela Wright, Libby Ehlers
Research on remote sensing ecological livability index based on Google Earth Engine: a case study from Urumqi-Changji-Shihezi urban cluster
Mianwei Chen, Tianxing Wang, Yunqing Liu, Shikai Zhang, Yue Zhang

Widely read

Hierarchical generalized additive models in ecology: an introduction with mgcv
Eric J. Pedersen, David L. Miller, Gavin L. Simpson, Noam Ross
69,509 views · 12,365 downloads
Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
Tomislav Hengl, Madlene Nussbaum, Marvin N. Wright, Gerard B.M. Heuvelink, Benedikt Gräler
30,820 views · 5,643 downloads
Global mapping of potential natural vegetation: an assessment of machine learning algorithms for estimating land potential
Tomislav Hengl, Markus G. Walsh, Jonathan Sanderman, Ichsani Wheeler, Sandy P. Harrison, Iain C. Prentice
16,115 views · 2,991 downloads
Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring
Xiangyu Ge, Jingzhe Wang, Jianli Ding, Xiaoyi Cao, Zipeng Zhang, Jie Liu, Xiaohang Li
9,997 views · 4,077 downloads
Monitoring oyster culture rafts and seagrass meadows in Nagatsura-ura Lagoon, Sanriku Coast, Japan before and after the 2011 tsunami by remote sensing: their recoveries implying the sustainable development of coastal waters
Hiroki Murata, Motoyuki Hara, Chinatsu Yonezawa, Teruhisa Komatsu
10,313 views · 694 downloads

Editors' picks

Towards sustainable coastal management: aerial imagery and deep learning for high-resolution Sargassum mapping
Javier Arellano-Verdejo, Hugo E. Lazcano-Hernandez
Advancements in monitoring: a comparison of traditional and application-based tools for measuring outdoor recreation
Talia Vilalta Capdevila, Brynn A. McLellan, Annie Loosen, Anne Forshner, Karine Pigeon, Aerin L. Jacob, Pamela Wright, Libby Ehlers

Recently cited

Hierarchical generalized additive models in ecology: an introduction with mgcv
Eric J. Pedersen, David L. Miller, Gavin L. Simpson, Noam Ross
608 citations · 69,509 views · 12,365 downloads
Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
Tomislav Hengl, Madlene Nussbaum, Marvin N. Wright, Gerard B.M. Heuvelink, Benedikt Gräler
545 citations · 30,820 views · 5,643 downloads
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This Spatial and Geographic Information Science Overlay is a subset of the peer-reviewed articles found in PeerJ .

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World Seagrass Day 2023
Innovative Uses of Remote Sensing in Biodiversity Conservation
Coronaviruses and Viral Respiratory Infections
Conservation Culturomics
Open Source Geospatial Research & Education Symposium (OGRS2018)
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