标题
Linear Multi-Task Learning for Predicting Soil Properties Using Field Spectroscopy
作者
关键词
-
出版物
Remote Sensing
Volume 9, Issue 11, Pages 1099
出版商
MDPI AG
发表日期
2017-10-31
DOI
10.3390/rs9111099
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Evaluating calibration methods for predicting soil available nutrients using hyperspectral VNIR data
- (2018) Haijun Qi et al. SOIL & TILLAGE RESEARCH
- Early Detection of Plant Physiological Responses to Different Levels of Water Stress Using Reflectance Spectroscopy
- (2017) Matthew Maimaitiyiming et al. Remote Sensing
- Predicting sandy soil moisture content with hyperspectral imaging
- (2017) Qi Haijun et al. International Journal of Agricultural and Biological Engineering
- Moisture insensitive prediction of soil properties from VNIR reflectance spectra based on external parameter orthogonalization
- (2016) Nuwan K. Wijewardane et al. GEODERMA
- Correction: In Situ Measurement of Some Soil Properties in Paddy Soil Using Visible and Near-Infrared Spectroscopy
- (2016) Wenjun Ji et al. PLoS One
- Prediction of soil attributes using the Chinese soil spectral library and standardized spectra recorded at field conditions
- (2016) Wenjun Ji et al. SOIL & TILLAGE RESEARCH
- Estimating Soil Organic Carbon of Cropland Soil at Different Levels of Soil Moisture Using VIS-NIR Spectroscopy
- (2016) Qinghu Jiang et al. Remote Sensing
- Comparing different data preprocessing methods for monitoring soil heavy metals based on soil spectral features
- (2016) A. Gholizadeh et al. Soil and Water Research
- Accounting for the effects of water and the environment on proximally sensed vis-NIR soil spectra and their calibrations
- (2015) W. Ji et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Comparison between artificial neural network and partial least squares for on-line visible and near infrared spectroscopy measurement of soil organic carbon, pH and clay content
- (2015) Boyan Kuang et al. SOIL & TILLAGE RESEARCH
- Mapping the Spectral Soil Quality Index (SSQI) Using Airborne Imaging Spectroscopy
- (2015) Tarin Paz-Kagan et al. Remote Sensing
- A spectral soil quality index (SSQI) for characterizing soil function in areas of changed land use
- (2014) Tarin Paz-Kagan et al. GEODERMA
- Estimating soil sand content using thermal infrared spectra in arid lands
- (2014) Mamat Sawut et al. International Journal of Applied Earth Observation and Geoinformation
- The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties
- (2013) José M. Soriano-Disla et al. APPLIED SPECTROSCOPY REVIEWS
- Best practices for obtaining and processing field visible and near infrared (VNIR) spectra of topsoils
- (2013) Jean-Philippe Gras et al. GEODERMA
- A Review on Multi-Label Learning Algorithms
- (2013) Min-Ling Zhang et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Effect of spiking strategy and ratio on calibration of on-line visible and near infrared soil sensor for measurement in European farms
- (2013) Boyan Kuang et al. SOIL & TILLAGE RESEARCH
- Performance of Automated Near-Infrared Reflectance Spectrometry for Continuous in Situ Mapping of Soil Fertility at Field Scale
- (2013) M. Schirrmann et al. VADOSE ZONE JOURNAL
- Using a mobile real-time soil visible-near infrared sensor for high resolution soil property mapping
- (2012) Masakazu Kodaira et al. GEODERMA
- Comparison of partial least squares and lasso regression techniques as applied to laser-induced breakdown spectroscopy of geological samples
- (2012) M.D. Dyar et al. SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
- Contributions of imaging spectroscopy to improve estimates of evapotranspiration
- (2011) J. M. Rodriguez et al. HYDROLOGICAL PROCESSES
- To Explain or to Predict?
- (2011) Galit Shmueli STATISTICAL SCIENCE
- Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy
- (2010) A.M. Mouazen et al. GEODERMA
- Using data mining to model and interpret soil diffuse reflectance spectra
- (2010) R.A. Viscarra Rossel et al. GEODERMA
- Mapping soil organic matter based on land degradation spectral response units using Hyperion images
- (2010) Jing Wang et al. International Journal of Applied Earth Observation and Geoinformation
- Visible near-infrared reflectance spectroscopy as a predictive indicator of soil properties
- (2009) D. Summers et al. ECOLOGICAL INDICATORS
- In situ measurements of soil colour, mineral composition and clay content by vis–NIR spectroscopy
- (2009) R.A. Viscarra Rossel et al. GEODERMA
- TSVR: An efficient Twin Support Vector Machine for regression
- (2009) Xinjun Peng NEURAL NETWORKS
- Review of the most common pre-processing techniques for near-infrared spectra
- (2009) Åsmund Rinnan et al. TRAC-TRENDS IN ANALYTICAL CHEMISTRY
- The sparsity and bias of the Lasso selection in high-dimensional linear regression
- (2008) Cun-Hui Zhang et al. ANNALS OF STATISTICS
- The use of diffuse reflectance spectroscopy forin situcarbon and nitrogen analysis of pastoral soils
- (2008) Bambang H. Kusumo et al. AUSTRALIAN JOURNAL OF SOIL RESEARCH
- Using a legacy soil sample to develop a mid-IR spectral library
- (2008) R. A. Viscarra Rossel et al. AUSTRALIAN JOURNAL OF SOIL RESEARCH
- Identifying optimal spectral bands to assess soil properties with VNIR radiometry in semi-arid soils
- (2008) Ignacio Melendez-Pastor et al. GEODERMA
- Spectral characteristics of salt-affected soils: A laboratory experiment
- (2008) J. Farifteh et al. GEODERMA
- A heuristic weight-setting strategy and iteratively updating algorithm for weighted least-squares support vector regression
- (2008) Wen Wen et al. NEUROCOMPUTING
- Real-time measurement of soil attributes using on-the-go near infrared reflectance spectroscopy
- (2007) C.D. Christy COMPUTERS AND ELECTRONICS IN AGRICULTURE
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started