rule4ml: an open-source tool for resource utilization and latency estimation for ML models on FPGA by Mohammad Mehdi Rahimifar, Hamza Ezzaoui Rahali, Audrey C Therrien

“…The open-source repository can be found at https://github.com/IMPETUS-UdeS/rule4ml , while the datasets are publicly available at https://borealisdata.ca/dataverse/rule4ml .…”
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OPERATION OF THE RADIOLOCATION ANGULAR SYSTEM IN THE CONDITIONS OF THE SIGNAL CREATED BY COHERENT SOURCES OF RADIATION FROM TWO SPOTS by A. A. Dyatko, S. M. Kostromitski, P. N. Shumski, I. N. Davydenkо

“…The purpose of the work, the results of which are presented within the framework of the article, was to analyze the operation of the radar goniometer system under the conditions of a signal generated by coherent radiation sources from two points in space (cross-eye interference). …”
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STFNet: A Spatiotemporal Fusion Network for Forest Change Detection Using Multi-Source Satellite Images by Yingjiao Tan, Kaimin Sun, Jinjiang Wei, Song Gao, Wei Cui, Yu Duan, Junyi Liu, Wanghui Zhou

“…Forest resources have important ecological and environmental values, and monitoring forest changes using remote sensing images is essential for resource management and ecological protection. …”
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Soil Heavy Metal Accumulation and Ecological Risk in Mount Wuyi: Impacts of Vegetation Types and Pollution Sources by Feng Wu, Donghai Zhu, Tao Yang, Cong Mao, Wubiao Huang, Shuangshi Zhou, Yujing Yang

“…PMF analysis identified four primary pollution sources: urbanization (27.94%), transport–agriculture activities (21.40%), agricultural practices (12.98%), and atmospheric deposition (12.96%). …”
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Municipal secondary-treated effluent data seem to be a suitable source of information for human viral trends by Elsa T. Rodrigues, Joana M. Oliveira, Anália Carmo, Miguel A. Pardal, Ana M. Matos

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Paleodepositional environment and source rock potential of Paleogene lignite and shale horizons in the Saurashtra Basin, Western India by Alok Kumar, Khairul Azlan Mustapha, Vikram Partap Singh, Bodhisatwa Hazra, P. Gopinathan, Runcie P. Mathews

“…At the same time, the presence of funginite, framboidal pyrite, and relatively high sulfur in some studied samples shows marine water influence in the basin. The reflectance values (0.37%–0.57%) reveal that organic matter (OM) in Surkha lignites is immature, while immature to marginally mature in Khadsaliya shale. …”
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Enhancing Satellite Image Coregistration Using Mirror Array as Artificial Point Source for Multisource Image Harmonization by Muhammad Daniel Iman bin Hussain, Vaibhav Katiyar, Masahiko Nagai, Dorj Ichikawa

“…This article presents an advanced method for satellite image coregistration using mirror arrays as artificial point sources, developed at the Center for Research and Application of Satellite Remote Sensing of Yamaguchi University (YUCARS), Ube, Japan. …”
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CO2 as an alternative carbon source for ethanol production: A simulation-based technical and environmental analysis by Mohamad Kanso, Carlos Eduardo Robles-Rodriguez, Ligia Tiruta-Barna

“…S1 demonstrated the lowest global warming impact (GWP100) with values of –8.60 kg CO₂-eq per kg ethanol for CA (S1_CA) and –10.13 kg CO₂-eq for MS (S1_MS). …”
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Point-to-Interval Prediction Method for Key Soil Property Contents Utilizing Multi-Source Spectral Data by Shuyan Liu, Dongyan Huang, Lili Fu, Shengxian Wu, Yanlei Xu, Yibing Chen, Qinglai Zhao

“…For point predictions, metrics such as the coefficient of determination (R²) and error metrics demonstrated significant enhancements compared to predictions based solely on single-source spectral data. Specifically, R² values increased by 0.06 to 0.41, underscoring the efficacy of the fusion approach combined with partial least squares regression (PLSR). …”
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MIRIS Paα Galactic Plane Survey. II. The Catalog of Paα Emission-line Sources by Il-Joong Kim, Jeonghyun Pyo, Kwang-Il Seon, Woong-Seob Jeong, Takao Nakagawa, Toshio Matsumoto

“…A search of the SIMBAD database indicates that these sources originate from diverse object types. By measuring Pa α and H α fluxes, we estimate the E ( B  −  V ) color excesses derived from extended emissions for 138 Pa α sources, showing good agreement with values obtained from spectrophotometry of ionizing stars in previous studies. …”
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Dusty Stellar Source Classification by Implementing Machine Learning Methods Based on Spectroscopic Observations in the Magellanic Clouds by Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi, Jacco Th. van Loon, Iain McDonald, Joana Oliveira, Amirhossein Masoudnezhad, Habib G. Khosroshahi, Bernard H. Foing, Fatemeh Fazel Hesar

“…Despite dealing with missing values and uncertainties in the SAGE spectral data sets, we achieved accurate classifications of these sources. …”
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Spatiotemporal Variations and Key Driving Factors of Dust Storms in China’s Source Regions from 2000 to 2024 by Chenghao Tan, Chong Liu, Tian Li, Xiali Liu, Mingjin Tang, Tianliang Zhao

“…The Taklimakan Desert (TD), located in the Tarim Basin, and the Gobi Desert (GD), spanning northern China and southern Mongolia, are the two major dust source regions in East Asia, with substantial influence on China’s atmospheric environment and ecosystem. …”
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Control of the Cretaceous Paleofluid Potential on the Source-Distal Lithologic Reservoirs in the Western Tabei Area of the Tarim Basin by Jun Chen, Ruixia Dong, Longjiang Kou, Xianzhang Yang, Bintao Chen, Xiangxia Meng, Dongdong Dai

“…The recent breakthroughs in the lithologic reservoirs of wells D7 and M46 have confirmed that the findings of this research on the preferential source-distal migration paths and accumulation positions of hydrocarbons are of great guiding values for exploration deployment of Cretaceous lithologic reservoirs far away from source rocks.…”
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Genesis and source of Permian natural gas in well Qiatan-1 of piedmont depression, southwestern Tarim Basin by Li HUANG, Ying ZHAO, Huixian LÜ, Xiaomin XIE, Li LI, Qilin XIAO, Zhanghu WANG, Guo CHEN, Qiang MENG

“…Therefore, the study systematically investigated the genesis and source of the natural gas in well Qiatan-1 based on regional geological background, geochemical characteristics of the gas, and potential source rock features. …”
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Numerical Simulation of Gravitactic Bioconvection with Nanoparticles: An Application of Solids Removal in Wastewater Using a Thermal Source by Alejandra M. Mil-Martínez, René O. Vargas, Aldo Gómez-López, Alejandro Zacarías, Juan P. Escandón, Enrique García-Leal, Rubén Mil-Martínez

“…The percentage of nanoparticles is considered using the Rayleigh number, which includes the effect of Brownian and thermophoretic parameters. At low values of the Brownian parameter <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mi>δ</mi><mrow><mi>B</mi><mi>m</mi></mrow></msub><mo>=</mo><mn>0.1</mn></mrow></semantics></math></inline-formula>, thermophoretic parameter <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mi>δ</mi><mrow><mi>T</mi><mi>m</mi></mrow></msub><mo>=</mo><mn>0.1</mn></mrow></semantics></math></inline-formula>, and the nanoparticles Rayleigh number <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>0.005</mn><mo><</mo><mi>R</mi><msub><mi>a</mi><mi>n</mi></msub><mo><</mo><mn>0.015</mn></mrow></semantics></math></inline-formula>, the swimming of microorganisms contributed to streamlines across which nanoparticles traveled in response to a thermal control source. …”
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Chemometric evaluation, source apportionment, and health risk analysis of natural spring water in Murree, outer Himalayas by Mavia Anjum, Naila Siddique, Hannan Younis, Yasir Faiz, Munib Ahmed Shafique, Mahnoor, Ansar Abbas, Muzzamil Younas

“…The geology of the study area was identified as the primary source of heavy metals in the water. The estimated values of health hazards showed that ingestion is the primary exposure pathway, with children having a higher risk. …”
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Identification of High-Photosynthetic-Efficiency Wheat Varieties Based on Multi-Source Remote Sensing from UAVs by Weiyi Feng, Yubin Lan, Hongjian Zhao, Zhicheng Tang, Wenyu Peng, Hailong Che, Junke Zhu

“…The findings suggest that employing UAV-based multi-source remote sensing technology to identify wheat varieties with high photosynthetic efficiency is feasible. …”
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An Effective Quantification of Methane Point-Source Emissions with the Multi-Level Matched Filter from Hyperspectral Imagery by Menglei Liang, Ying Zhang, Liangfu Chen, Jinhua Tao, Meng Fan, Chao Yu

“…In simulated data, the MLMF reduced root mean square error (RMSE) from 1563.63 ppm·m to 337.09 ppm·m, and R² values improved from 0.91 to 0.98 for Gaussian plumes. …”
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Facies-Controlled Sedimentary Distribution and Hydrocarbon Control of Lower Cretaceous Source Rocks in the Northern Persian Gulf by Yaning Wang, Wei Huang, Tao Cheng, Xuan Chen, Qinqin Cong, Jianhao Liang

“…The results indicate the following: (1) the late Tithonian–Berriasian and Aptian–Albian source rocks in the Northern Persian Gulf were deposited during periods of extensive marine transgression, closely aligning with the global Weissert and OAE1d anoxic events, reflecting the profound impact of global environmental changes on regional sedimentary processes; (2) in the early stages of the Neo-Tethyan Ocean, controlled by residual topography, the Late Tithonian–Berriasian source rocks exhibited a shelf–intrashelf basin facies association, with the intrashelf basin showing higher TOC, lower HI, and higher Ro values compared to the deep shelf facies, indicating more favorable conditions for organic matter enrichment; (3) with the opening and deepening of the Neo-Tethyan Ocean, the Aptian–Albian source rocks at the end of the Lower Cretaceous transitioned to a shelf–basin facies association, with the basin facies showing superior organic matter characteristics compared to the shelf facies; (4) the organic matter content, type, and thermal maturity of the two-phase source rocks are primarily controlled by sedimentary facies and terrestrial input, with the Aptian–Albian source rocks in areas with terrestrial input showing significantly better quality than those without, confirming the decisive role of terrestrial input in improving source rock quality. …”
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An in-depth analysis of two common methodologies used to derive hourly solar radiation values from daily ones: pros and cons by Harry D. Kambezidis, Harry D. Kambezidis

“…Solar radiation comprises the primary renewable source of energy on Earth and has so been exploited in the last 20 years. …”
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