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Research Article
EWLR - A New Method for Interpolating Elevation-Driven Variables: Annual Rainfall in Erbil Governorate
Accurate spatial estimation of rainfall is critical for hydrological modeling, water resource management, and agricultural planning---particularly in mountainous and semi-arid regions with sparse monitoring networks. This study presents an Enhanced Elevation-Weighted Local Regression (EWLR) model to...
Research Article
Low FOXA2 Expression Is Associated With ECM Remodeling, FAK--YAP-Related Transcriptional Features, and a Macrophage-Enriched Immune-Stromal Microenvironment in Hepatocellular Carcinoma
Tumor-associated macrophages and extracellular matrix remodeling are important components shaping the microenvironment of hepatocellular carcinoma (HCC). This study examined whether forkhead box A2 (FOXA2) expression is associated with extracellular matrix (ECM)/stromal remodeling, focal adhesion ki...
Research Article
ATR-FTIR Spectral Characteristics and Their Application to the Classification of Cultivated Karst Soils in Shilin County
To enable rapid, non-destructive analysis and functional classification of karst calcareous soils in Shilin County, Kunming, this study acquired mid-infrared attenuated total reflectance Fourier-transform infrared (ATR-FTIR) spectra in the 4000-900\cmi{} range from 409 soil samples. After standardiz...
Review Article
Sensing Deepfake Detection: A Survey of Detection Architectures, Adversarial Challenges, and Critical Applications in Political, Educational, and Military Domains
Deepfake technology has advanced swiftly, enabling the rapid production of hyper-realistic synthetic media that pose considerable threats to digital security, privacy, military operations, and information integrity. This paper extensively examines visual intelligence and computer vision methodologie...
Research Article
Wind-Aware Angle-of-Arrival Consistency Validation for Spoofed Guidance Signal Rejection in Unmanned Aerial Vehicles
Unmanned Aerial Vehicles (UAVs) increasingly rely on wireless guidance and control links which are vulnerable to spoofing and false command injection attacks. Conventional protection mechanisms primarily rely on cryptographic authentication, which may not be sufficient under compromised or replay-ba...
Research Article
The Return Map in the Class $\mathcal{O}_C$: Geometry, Dynamics, and Thickness Regularity
We study a geometrically defined return map associated with domains in the class $\mathcal O_C$, where a fixed convex core $C\subset\mathbb R^N$ is linked to the outer boundary $\partial\Omega$ through outward normal rays and a thickness function $d:\partial C\to(0,\infty)$. The radial map $\Phi(c)=...
Research Article
A Secure and Auditable Distributed Data-Sharing Framework for Multi-Domain Systems
Data is one of the essential assets of every organisation, and its security has frequently been highlighted as a concern due to unauthorised access, breaches, and tampering. Conventional data repositories are often based on centralised setups, which are prone to problems such as single points of fai...
Research Article
Privacy-Preserving Machine Learning Using Homomorphic Encryption
The exponential growth of machine learning applications in healthcare, finance, and cloud computing has raised significant data privacy concerns, as traditional encryption methods require access to decrypted data for processing, creating security vulnerabilities. Regulatory frameworks including the...
Research Article
Construction and Application Performance of a Smart Farm Technology System for Plateau Cold-Season Vegetables: A Case Study in Huangzhong District, Qinghai Province, China
Open-field vegetable production in the cold plateau regions of Northwest China faces labor shortages, extensive management, meteorological risks, and inefficient use of agricultural inputs. Taking a 6.67 ha smart farm in Huangzhong District, Xining, Qinghai Province, China, as a case study, this stu...
Research Article
A Big Data-Driven Hybrid Ensemble Learning Framework for Crop Yield Prediction in Low-Productivity Districts
Low-productivity agricultural belts in India face the compounding realities of land fragmentation, erratic weather, and heterogeneous soils, which together limit harvest outcomes. Precision agriculture and big data analytics together offer an innovative solution that turns large volumes of heterogen...