Results 11 to 20 of about 1,995,061 (244)
SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems [PDF]
IEEE Transactions on Geoscience and Remote Sensing, 2022 In this article, an unrolling algorithm of the iterative subspace-based optimization method (SOM) is proposed for solving full-wave inverse scattering problems (ISPs).
Yu Liu +5 more
semanticscholar +1 more source
THE IMPORTANCE OF SOIL ORGANIC MATTER (SOM) ON SOIL PRODUCTIVITY AND PLANT GROWTH
Biological and Agricultural Sciences Research Journal, 2023 Soil organic matter (SOM) is vital to soil health and plays a critical role in crop production. This review paper examines the impact of SOM on soil health, crop production, and the challenges and opportunities associated with managing SOM.
A. Hussain +7 more
semanticscholar +1 more source
Soil Use and Management, Volume 39, Issue 2, Page 771-784, April 2023., 2023 Abstract Rothamsted's Woburn Ley‐arable experiment, started in 1938 on a sandy loam soil, provides valuable real‐world data on the effects of all‐arable and ley‐arable rotations. In this study, six rotations were compared from 1973 to 2001. Two had 3‐year arable “treatment” crops, two had 3‐year leys, and two had 8‐year leys; the leys being all‐grass ...
Paul Richard Poulton +2 more
wiley +1 more source
S-SOM v1.0: a structural self-organizing map algorithm for weather typing
Geoscientific Model Development, 2021 . This study proposes a novel structural self-organizing map (S-SOM) algorithm for synoptic weather typing. A novel feature of the S-SOM compared with traditional SOMs is its ability to deal with input data with spatial or temporal structures. In detail,
Quang‐Van Doan +3 more
semanticscholar +1 more source
Measuring “Weather Whiplash” Events in North America: A New Large‐Scale Regime Approach
Journal of Geophysical Research: Atmospheres, Volume 127, Issue 17, 16 September 2022., 2022 Abstract The term “weather whiplash” was recently coined to describe abrupt swings in weather conditions from one extreme to another, such as from a prolonged, frigid cold spell to anomalous warmth or from drought to heavy precipitation. These events are often highly disruptive to agriculture, ecosystems, and daily activities. In this study, we propose
Jennifer A. Francis +3 more
wiley +1 more source
Intrusion Detection for in-Vehicle Communication Networks: An Unsupervised Kohonen SOM Approach
Future Internet, 2020 The diffusion of embedded and portable communication devices on modern vehicles entails new security risks since in-vehicle communication protocols are still insecure and vulnerable to attacks.
Vita Santa Barletta +3 more
semanticscholar +1 more source
European Journal of Soil Science, Volume 71, Issue 5, Page 831-844, September 2020., 2020 Abstract Soil organic matter (SOM) is abundant in the environment and plays an important role in several biogeochemical processes, including microbial activity, soil aggregation, plant growth and carbon storage. One of its key functions is the retention and release of various chemical compounds, primarily governed by the sorption process, which ...
Drazen Petrov +3 more
wiley +1 more source
Science Advances, 2019 A multiple approach–based analysis elucidates mechanisms underlying temperature sensitivity of soil organic matter decomposition. Temperature sensitivity (Q10) of soil organic matter (SOM) decomposition is a crucial parameter for predicting the fate of ...
Shuqi Qin +7 more
semanticscholar +1 more source
miRge 2.0 for comprehensive analysis of microRNA sequencing data
BMC Bioinformatics, 2018 Background miRNAs play important roles in the regulation of gene expression. The rapidly developing field of microRNA sequencing (miRNA-seq; small RNA-seq) needs comprehensive, robust, user-friendly and standardized bioinformatics tools to analyze these ...
Yin Lu +2 more
doaj +1 more source
Consistent RNA sequencing contamination in GTEx and other data sets
Nature Communications, 2020 Sample contamination has been reported in high throughput RNA sequencing. Here the authors analyze the RNA sequencing data from the Genotype-Tissue Expression project and describe how highly expressed, tissue specific genes contaminate across samples ...
Tim O. Nieuwenhuis +7 more
doaj +1 more source