Identification of varieties of sorghum based on a competitive adaptive reweighted sampling-random forest process

Spectral-Spatial Feature Tokenization Transformer for Hyperspectral Image Classification

(2022) Le Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Retrospective study in US commercial sorghum breeding: I. Genetic gain in relation to relative maturity

(2022) L. Mayor et al.   CROP SCIENCE

Identification of slightly sprouted wheat kernels using hyperspectral imaging technology and different deep convolutional neural networks

(2022) Jingwu Zhu et al.   FOOD CONTROL

Chemometric pre-processing can negatively affect the performance of near-infrared spectroscopy models for fruit quality prediction

(2021) Puneet Mishra et al.   TALANTA

Sorghum breeding in the genomic era: opportunities and challenges

(2021) Huaiqing Hao et al.   THEORETICAL AND APPLIED GENETICS

Simultaneous variable selection for the classification of near infrared spectra

(2021) Leila Belmerhnia et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Maize and Sorghum as Raw Materials for Brewing, a Review

(2021) Adriana Dabija et al.   Applied Sciences-Basel

Using UAV Borne, Multi-Spectral Imaging for the Field Phenotyping of Shoot Biomass, Leaf Area Index and Height of West African Sorghum Varieties under Two Contrasted Water Conditions

(2021) Boubacar Gano et al.   Agronomy-Basel

Sorghum in foods: Functionality and potential in innovative products

(2021) Ali Khoddami et al.   CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION

Model behavior: finding out how to increase photosynthesis in C4 crops

(2021) Leonie Verhage   PLANT JOURNAL

Estimation of soil organic matter content based on CARS algorithm coupled with random forest

(2021) Jinbao Liu et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Principles of seed banks and the emergence of complexity from dormancy

(2021) Jay T. Lennon et al.   Nature Communications

A denoising method for ship radiated noise based on Spearman variational mode decomposition, spatial-dependence recurrence sample entropy, improved wavelet threshold denoising, and Savitzky-Golay filter

(2021) Hong Yang et al.   Alexandria Engineering Journal

Omics for the Improvement of Abiotic, Biotic, and Agronomic Traits in Major Cereal Crops: Applications, Challenges, and Prospects

(2021) Balwinder Kaur et al.   Plants-Basel

Rapid and nondestructive prediction of amylose and amylopectin contents in sorghum based on hyperspectral imaging

(2021) Haoping Huang et al.   FOOD CHEMISTRY

A practical approach to reconstruct high-quality Landsat NDVI time-series data by gap filling and the Savitzky–Golay filter

(2021) Yang Chen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-site clustering and nested feature extraction for identifying autism spectrum disorder with resting-state fMRI

(2021) Nan Wang et al.   MEDICAL IMAGE ANALYSIS

Random Forest Bagging and X-Means Clustered Antipattern Detection from SQL Query Log for Accessing Secure Mobile Data

(2021) Rajesh Kumar Dhanaraj et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Geographic Origin Discrimination of Millet Using Vis-NIR Spectroscopy Combined with Machine Learning Techniques

(2021) Muhammad Hilal Kabir et al.   Foods

Rapid spectral analysis of agro-products using an optimal strategy: dynamic backward interval PLS–competitive adaptive reweighted sampling

(2020) Xiangzhong Song et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Combination of efficient signal pre-processing and optimal band combination algorithm to predict soil organic matter through visible and near-infrared spectra

(2020) Zipeng Zhang et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Comparison of the new Mie Extinction Extended Multiplicative Scattering Correction and Resonant Mie Extended Multiplicative Scattering Correction in transmission infrared tissue image scattering correction

(2020) Tomasz P. Wrobel et al.   INFRARED PHYSICS & TECHNOLOGY

Rapid determination of lignocellulose in corn stover based on near-infrared reflectance spectroscopy and chemometrics methods

(2020) Jinming Liu et al.   BIORESOURCE TECHNOLOGY

Improved prediction of fuel properties with near-infrared spectroscopy using a complementary sequential fusion of scatter correction techniques

(2020) Puneet Mishra et al.   TALANTA

Geographical Random Forests: A Spatial Extension of the Random Forest Algorithm to Address Spatial Heterogeneity in Remote Sensing and Population Modelling

(2019) Stefanos Georganos et al.   Geocarto International

Near-Infrared spectroscopy and hyperspectral imaging for non-destructive quality assessment of cereal grains

(2018) Nicola Caporaso et al.   APPLIED SPECTROSCOPY REVIEWS

A new automated spectral feature extraction method and its application in spectral classification and defective spectra recovery

(2016) Ke Wang et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Enhancing drought tolerance in C4 crops

(2011) M. S. Lopes et al.   JOURNAL OF EXPERIMENTAL BOTANY

Development of SSR-based sorghum (Sorghum bicolor (L.) Moench) diversity research set of germplasm and its evaluation by morphological traits

(2009) Tariq Shehzad et al.   GENETIC RESOURCES AND CROP EVOLUTION