Potential Model Overfitting in Predicting Soil Carbon Content by Visible and Near-Infrared Spectroscopy

Applied Sciences ◽

10.3390/app7070708 ◽

2017 ◽

Vol 7 (7) ◽

pp. 708 ◽

Author(s):

Lizardo Reyna ◽

Francis Dube ◽

Juan A. Barrera ◽

Erick Zagal

Keyword(s):

Infrared Spectroscopy ◽

Carbon Content ◽

Soil Carbon ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Potential Model ◽

Soil Carbon Content

Download Full-text

Improving the accuracy of soil organic carbon content prediction based on visible and near-infrared spectroscopy and machine learning

Environmental Earth Sciences ◽

10.1007/s12665-021-09582-x ◽

2021 ◽

Vol 80 (8) ◽

Author(s):

Mingxing Xu ◽

Xianyao Chu ◽

Yesi Fu ◽

Changjiang Wang ◽

Shaohua Wu

Keyword(s):

Machine Learning ◽

Infrared Spectroscopy ◽

Organic Carbon ◽

Soil Organic Carbon ◽

Carbon Content ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Organic Carbon Content ◽

Soil Organic Carbon Content

Download Full-text

Soil carbon mapping using on-the-go near infrared spectroscopy, topography and aerial photographs

Geoderma ◽

10.1016/j.geoderma.2011.07.017 ◽

2011 ◽

Vol 166 (1) ◽

pp. 102-110 ◽

Author(s):

Juan D. Muñoz ◽

Alexandra Kravchenko

Keyword(s):

Infrared Spectroscopy ◽

Soil Carbon ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Aerial Photographs ◽

Download Full-text

Prediction of organic carbon content in sediments of Jiaozhou Bay beach by visible-near infrared spectroscopy based on least squares support vector machine

Second Target Recognition and Artificial Intelligence Summit Forum ◽

10.1117/12.2551264 ◽

2020 ◽

Author(s):

Guo-xing REN ◽

Zhiqiang Wei ◽

Meirong Lv

Keyword(s):

Support Vector Machine ◽

Infrared Spectroscopy ◽

Organic Carbon ◽

Carbon Content ◽

Least Squares ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Jiaozhou Bay ◽

Support Vector ◽

Organic Carbon Content

Download Full-text

Assessing soil carbon lability by near infrared spectroscopy and NaOCl oxidation

Soil Biology and Biochemistry ◽

10.1016/j.soilbio.2009.08.002 ◽

2009 ◽

Vol 41 (10) ◽

pp. 2170-2177 ◽

Author(s):

Ingrid K. Thomsen ◽

Sander Bruun ◽

Lars S. Jensen ◽

Bent T. Christensen

Keyword(s):

Infrared Spectroscopy ◽

Soil Carbon ◽

Near Infrared Spectroscopy ◽

Download Full-text

Prediction of moisture, calorific value, ash and carbon content of two dedicated bioenergy crops using near-infrared spectroscopy

Bioresource Technology ◽

10.1016/j.biortech.2011.01.087 ◽

2011 ◽

Vol 102 (8) ◽

pp. 5200-5206 ◽

Author(s):

Colette C. Fagan ◽

Colm D. Everard ◽

Kevin McDonnell

Keyword(s):

Infrared Spectroscopy ◽

Carbon Content ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Calorific Value ◽

Bioenergy Crops

Download Full-text

Comparisons of spatial and non-spatial models for predicting soil carbon content based on visible and near-infrared spectral technology

Geoderma ◽

10.1016/j.geoderma.2016.10.010 ◽

2017 ◽

Vol 285 ◽

pp. 280-292 ◽

Author(s):

Long Guo ◽

Chang Zhao ◽

Haitao Zhang ◽

Yiyun Chen ◽

M. Linderman ◽

...

Keyword(s):

Carbon Content ◽

Soil Carbon ◽

Near Infrared ◽

Spatial Models ◽

Soil Carbon Content ◽

Infrared Spectral

Download Full-text

Cerebrovascular reactivity to apnea and hypercapnia measured with transcranial Doppler sonography (TCD) and near infrared spectroscopy (NIRS)

Electroencephalography and Clinical Neurophysiology ◽

10.1016/s0013-4694(97)88977-1 ◽

1997 ◽

Vol 103 (1) ◽

pp. 204

Author(s):

N Rosato

Keyword(s):

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Transcranial Doppler ◽

Near Infrared ◽

Doppler Sonography ◽

Transcranial Doppler Sonography ◽

Cerebrovascular Reactivity

Download Full-text

1383: A Description of Detrusor Cellular Respiration during Urodynamics in Humans using Non Invasive Near Infrared Spectroscopy (NIRS)

The Journal of Urology ◽

10.1016/s0022-5347(18)33596-1 ◽

2006 ◽

Vol 175 (4S) ◽

pp. 446-446

Author(s):

Lynn Stothers ◽

Andrew Macnab ◽

Roy Gagnon

Keyword(s):

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Cellular Respiration ◽

Download Full-text

Near-infrared spectroscopy monitoring of the collateral network to detect spinal cord malperfusion during and after thoracoabdominal aortic repair: A clinical update

The Thoracic and Cardiovascular Surgeon ◽

10.1055/s-0034-1367211 ◽

2014 ◽

Vol 62 (S 01) ◽

Author(s):

C.D. Etz ◽

K. von Aspern ◽

S. Gudehus ◽

M. Luehr ◽

J. Banusch ◽

...

Keyword(s):

Spinal Cord ◽

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Aortic Repair ◽

Collateral Network

Download Full-text

Quantification of Silymarin in Silybum marianum with near-infrared spectroscopy: a comparison of benchtop vs. handheld devices

10.1055/s-0039-3399771 ◽

2019 ◽

Author(s):

S Mayr ◽

S Strasser ◽

CG Kirchler ◽

S Stuppner ◽

S Sturm ◽

...

Keyword(s):

Infrared Spectroscopy ◽

Near Infrared Spectroscopy ◽

Near Infrared ◽

Handheld Devices ◽

Silybum Marianum

Download Full-text