Peer-reviewed Articles

306 downloads
241 views

Background Current environmental pollution factors, particularly the distribution and diffusion of heavy metals in soil and water, are a high risk to local environments and humans. Despite striking advances in methods to detect contaminants by a variety of chemical...

["Molecular Biology","Plant Science","Data Mining and Machine Learning","Environmental Contamination and Remediation"]
doi:10.7717/peerj.6495
193 downloads
412 views

Tree species classification using hyperspectral imagery is a challenging task due to the high spectral similarity between species and large intra-species variability. This paper proposes a solution using the Multiple Instance Adaptive Cosine Estimator (MI-ACE)...

["Plant Science","Computational Science","Data Mining and Machine Learning","Data Science"]
doi:10.7717/peerj.6405
1 citation
532 downloads
2,633 views

Potential natural vegetation (PNV) is the vegetation cover in equilibrium with climate, that would exist at a given location if not impacted by human activities. PNV is useful for raising public awareness about land degradation and for estimating land potential....

["Biogeography","Computational Biology","Plant Science","Data Mining and Machine Learning","Spatial and Geographic Information Science"]
doi:10.7717/peerj.5457
7 citations
1,098 downloads
5,748 views

Systems for collecting image data in conjunction with computer vision techniques are a powerful tool for increasing the temporal resolution at which plant phenotypes can be measured non-destructively. Computational tools that are flexible and extendable are needed...

["Agricultural Science","Bioinformatics","Computational Biology","Plant Science","Data Mining and Machine Learning"]
doi:10.7717/peerj.4088

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