Enhancing prediction of crop yield and soil health assessment for sustainable agriculture using machine learning approach by Kapil Netaji Vhatkar, Shweta Ashish Koparde, Sonali Kothari, Jayesh Sarwade, Kishor Sakur

“…Back-propagation Neural Network (BPNN) is an SL algorithm applied for predicting complex patterns, especially in crop yield and soil health assessments. …”
Get full text

Technical framework and empirical analysis of resource and environmental carrying capacity evaluation in karst regions under the constraint of ecological civilization by Wei Yang, Wei Yang, Xiaohua Li, Xiaohua Li, Yuchi Yang, Yuchi Yang

“…Evaluating resource and environmental carrying capacity (RECC) within the framework of ecological civilization is essential for reconciling development with ecological preservation and optimizing land-use patterns. This evaluation through the lens of ecological civilization is crucial for effective resource allocation. …”
Get full text

A Case Study in RP – Variation and Change in the Pronunciation of King Charles and Prince William by Joanna Dornbierer-Stuart

“…Using both real-time and apparent-time constructs within the variationist framework, data is analysed to determine whether variation signals changes that are complete or in progress. The study confirms patterns of change in RP usage identified in other studies, with a distinct shift towards non-standard features found in regional Southern British English. …”
Get full text

Empiric Results from the Successful Implementation of Data-Driven Innovative Energy Services in Buildings by Juan Aranda, Boniface Dominick Mselle, Juliana Cruz, Yassine Rqiq, Jose Manuel Longares

“…Our methodology includes (i) preliminary assessments to identify each building’s occupancy patterns, equipment, and smart readiness, (ii) the installation of sensors and data gateways, (iii) the deployment of data-driven energy efficiency and demand response measures, and (iv) the evaluation of non-energy services such as comfort and air quality monitoring. …”
Get full text

Predictive power demand for energy management of hybrid electric tractors by Christian Varlese, Johannes Konrad, Thomas Volf, Dominik Brunner, Christoph Hametner, Peter Hofmann

“…As agricultural duty cycles exhibit recurrent patterns, precise load forecasting can be achieved through non-linear models. …”
Get full text

Three-dimensional printing in modern orthopedic trauma surgery: a comprehensive analysis of technical evolution and clinical translation by Ting Long, Linyun Tan, Linyun Tan, Xiaoyan Liu

“…Systematic analysis demonstrates significant improvements in surgical precision, operative efficiency, and anatomical restoration across various fracture patterns. While challenges in manufacturing protocols, quality control standards, and regulatory frameworks persist, ongoing innovations in materials science, digital workflow optimization, and clinical validation continue to expand the applications. …”
Get full text

Scalable Container-Based Time Synchronization for Smart Grid Data Center Networks by Kennedy Chinedu Okafor, Wisdom Onyema Okafor, Omowunmi Mary Longe, Ikechukwu Ignatius Ayogu, Kelvin Anoh, Bamidele Adebisi

“…The model was benchmarked against five DCN topologies—DCell, Mesh, Skywalk, Dahu, and Ficonn—using Mininet simulations and a software-defined CloudFormation stack on an Amazon EC2 HPC testbed under realistic SG traffic patterns. The results show that CTSM achieved near-100% reliability, with the highest received energy data (29.87%), lowest packetization delay (13.11%), and highest traffic availability (70.85%). …”
Get full text

Machine Learning Applications in Use-Wear Analysis: A Critical Review by Anastasia Eleftheriadou, Shannon P. McPherron, João Marreiros

“…Use-wear analysis examines the macroscopic and microscopic patterns of traces left on tool surfaces as a result of use. …”
Get full text

Non-selective waterbird hunting in a Natura 2000 site results in killing of protected species: A case study from western Poland by Dominik Marchowski, Robert Jurszo, Paweł Stańczak, Michał Jasiński, Sebastian Guentzel

“…Although causality cannot be directly confirmed, these patterns suggest substantial disturbance effects. Our findings demonstrate the impracticality of selective hunting in species-rich wetland refuges and highlight the systematic killing of protected species. …”
Get full text

A Review of Genomic, Transcriptomic, and Proteomic Applications in Edible Fungi Biology: Current Status and Future Directions by Muyun Xie, Jing Wang, Feixiang Wang, Jinfeng Wang, Yunjin Yan, Kun Feng, Baixiong Chen

“…Genomics, transcriptomics, and proteomics, as cornerstone life science technologies, offer powerful, integrated approaches to decipher genetic codes, reveal gene expression patterns, and elucidate complex metabolic networks in edible fungi. …”
Get full text

Understanding men’s psychological reactions and experience following a cardiac event: a qualitative study from the MindTheHeart project by Jalila Jbilou, Jean Grenier, Marie-Helene Chomienne, France Talbot, Heather Tulloch, Bianca D'Antono, Paul Greenman

“…Further research is required to better inform clinical practices and healthcare services.…”
Get full text

Ecological Risk Assessment of Watersheds Based on Adaptive Cycling Theory—A Case Study of Poyang Lake Ecological and Economic Zone by Yixi Gu, Jiaxuan Wang, Xinyi Su, Kaili Zhang

“…Under the global urbanization context, irrational land use patterns have exacerbated ecosystem imbalance. Developing watershed ecological risk assessment methods based on adaptive cycle theory holds significant scientific importance for flood risk prevention. …”
Get full text

Six Decades of Hindsight Into Yesa Reservoir (Central Spanish Pyrenees): River Flow Dwindles as Vegetation Cover Increases and Mediterranean Atmospheric Dynamics Take Control by C. Juez, N. Garijo, S. M. Vicente‐Serrano, S. Beguería

“…Abstract River discharge has experienced diverse changes in the last decades due to modification of hydrological patterns, anthropogenic intervention, re‐vegetation or annual and interannual climatic and atmospheric fluctuations. …”
Get full text

Quantitative Assessment of the Impact of Port Construction on the Surrounding Mudflat Topography Based on Remote Sensing—A Case Study of Binhai Port in Jiangsu Province by Binbin Chen, Zhengdong Chen, Chuping Song, Xiaodong Pang, Peixun Liu, Yanyan Kang

“…A quantitative analysis was conducted utilizing GIS spatial analysis techniques to examine erosion–deposition patterns, contour changes, and typical cross-sectional comparisons. …”
Get full text

Study on the side friction resistance capacity of prefabricated pipe piles in coral reef strata by Hong Zhang, Ran Gao, Ran Gao, Huiwu Luo, Peishuai Chen, Haifeng Liu

“…This study provides an important theoretical basis and practical guidance for the design and construction of pile foundation engineering in coral reef sea areas such as Maldives.…”
Get full text

Analysis and Experimental Study of Contact Stress in Bolted Connections of Pitch Bearings by Jiuju Zhang, Wanxin Luo, Tao Chen, Xichao Yan, Jiaqi Zhang, Meng Zhu, Hongwei Zhang

“…The contact stress distribution patterns of bolt specimens under varying preloads were investigated. …”
Get full text

Data-Driven Battery Remaining Life Prediction Based on ResNet with GA Optimization by Jixiang Zhou, Weijian Huang, Haiyan Dai, Chuang Wang, Yuhua Zhong

“…Secondly, the deep feature extraction capability of ResNet is utilized to effectively capture the complex patterns and subtle changes during battery decline to alleviate the problem of gradient disappearance. …”
Get full text

Influence of lower-level reverse faults on shale gas enrichment and high yield: A case study of Pingqiao Dong-1 Fault in Nanchuan area, southeast margin of Sichuan Basin by GAO Quanfang,ZHANG Peixian,GUAN Linlin,LI Yanjing,NI Feng

“…This study employs a combination of regional structural analysis and fine structural interpretation to explore the formation mechanisms and distribution patterns of these reverse faults. Utilizing seismic fracture-attribute prediction, drilling, fracturing, and gas test data, this research analyzes the impact of low-level reverse faults on shale reservoir performance, preservation conditions, and fracturing transformation, with a specific focus on the Pingqiao Dong-1 Fault. …”
Get full text

A Dual-Strategy Learning Framework for Hyperspectral Image Super-Resolution by Shuying Li, Ruichao Sun, San Zhang, Qiang Li

“…These methods falter when confronted with HSI exhibiting degradation patterns and their limited flexibility restricts practical application. …”
Get full text

AnimalAI: An Open-Source Web Platform for Automated Animal Activity Index Calculation Using Interactive Deep Learning Segmentation by Mahtab Saeidifar, Guoming Li, Lakshmish Macheeri Ramaswamy, Chongxiao Chen, Ehsan Asali

“…Monitoring the activity index of animals is crucial for assessing their welfare and behavior patterns. However, traditional methods for calculating the activity index, such as pixel intensity differencing of entire frames, are found to suffer from significant interference and noise, leading to inaccurate results. …”
Get full text