What is he best known for?
The fields of study José Alexandre Melo Demattê is best known for:
- Statistics
- Mass spectrometry
- Machine learning
Many of his research projects under Mass spectrometry are closely connected to Computational biology with Computational biology, tying the diverse disciplines of science together.
His Chromatography study frequently draws connections to adjacent fields such as Mass spectrometry imaging.
José Alexandre Melo Demattê undertakes interdisciplinary study in the fields of Mass spectrometry imaging and Mass spectrometry through his research.
He integrates many fields in his works, including Remote sensing and Hyperspectral imaging.
He performs multidisciplinary studies into Hyperspectral imaging and Remote sensing in his work.
His research brings together the fields of Quantum mechanics and Imaging spectroscopy.
Borrowing concepts from Spectroscopy, José Alexandre Melo Demattê weaves in ideas under Quantum mechanics.
Spectroscopy connects with themes related to Imaging spectroscopy in his study.
While working on this project, he studies both Cluster analysis and Data mining.
His most cited work include:
- Using Imaging Spectroscopy to study soil properties (397 citations)
- Imaging Spectrometry for Soil Applications (115 citations)
- Improving the prediction performance of a large tropical vis-NIR spectroscopic soil library from Brazil by clustering into smaller subsets or use of data mining calibration techniques (109 citations)
What are the main themes of his work throughout his whole career to date
His biological study spans a wide range of topics, including Optics, Reflectivity and Soil water, Soil science.
His Optics study frequently links to adjacent areas such as Spectroradiometer.
He frequently studies issues relating to Spectroradiometer and Reflectivity.
His research on Soil water frequently links to adjacent areas such as Soil test.
His research on Soil science often connects related topics like Soil test.
In his research, José Alexandre Melo Demattê undertakes multidisciplinary study on Remote sensing and Cartography.
He performs multidisciplinary study on Cartography and Remote sensing in his works.
In his papers, he integrates diverse fields, such as Mineralogy and Paleontology.
He applies his multidisciplinary studies on Paleontology and Mineralogy in his research.
José Alexandre Melo Demattê most often published in these fields:
- Soil science (63.16%)
- Remote sensing (57.89%)
- Soil water (42.11%)
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