Enhancing prediction of fluid-saturated fracture characteristics using deep learning super resolution by Manju Pharkavi Murugesu, Vignesh Krishnan, Anthony R. Kovscek

“…There is a trade-off between spatial and temporal resolution that limits accurate characterization of dynamics in rock features that are below spatial resolution of CT. …”
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Analyzing Post-fire Vegetation Dynamics with Ultra-high Resolution Remote Sensing Data by O. Petrov, O. Petrov, A. Medvedev

“…UAV-based ultra-high resolution multi-temporal imagery, combined with the Structure-from-Motion andMulti-View Stereo (SfM-MVS) workflow, provides a cost-effective and scalable solution for forest monitoring. …”
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A lightweight YOLO network using temporal features for high-resolution sonar segmentation by Sen Gao, Sen Gao, Wei Guo, Wei Guo, Gaofei Xu, Gaofei Xu, Ben Liu, Ben Liu, Yu Sun, Bo Yuan

“…The newly introduced dataset fills an important gap in high-resolution sonar benchmarking. Future work will focus on optimizing the keyframe selection algorithm and expanding the dataset to include more complex underwater scenarios.…”
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Optimization of Filter-aided Sample Preparation Method Based on High-resolution Mass Spectrometry by Ying ZHANG, Xuan SUN, Ling-jie MENG

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Accurate Parcel Extraction Combined with Multi-Resolution Remote Sensing Images Based on SAM by Yong Dong, Hongyan Wang, Yuan Zhang, Xin Du, Qiangzi Li, Yueting Wang, Yunqi Shen, Sichen Zhang, Jing Xiao, Jingyuan Xu, Sifeng Yan, Shuguang Gong, Haoxuan Hu

“…Traditional edge detection fails in complex scenes with difficult post-processing, and deep learning models are time-consuming in terms of sample preparation and less transferable. …”
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Automated high-temporal-resolution multi-element river water monitoring with ICP-MS by Mohamed Harhash, Jan G. Wiederhold, Ingrid Nett, Julia Arndt, Alexander Zavarsky, Thomas A. Ternes, Lars Duester

“…Conclusions The fully automated atline high-resolution monitoring approach is delivered completely and transparently in this study and represents a breakthrough in element monitoring automation, offering a valuable tool to understand complex element behaviors and to detect rapid changes in river water in close to real time.…”
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Three-dimensional fiber orientation mapping of ex vivo human brain at micrometer resolution by Chao J. Liu, William Ammon, Robert J. Jones, Jackson C. Nolan, Dayang Gong, Chiara Maffei, Nathan Blanke, Brian L. Edlow, Jean C. Augustinack, Caroline Magnain, Anastasia Yendiki, Martin Villiger, Bruce Fischl, Hui Wang

“…We envision that our method will open a promising avenue towards large-scale 3D fiber axis mapping in the human brain as well as other complex fibrous tissues at microscopic level.…”
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A high‐resolution genomic analysis of multidrug‐resistant hospital outbreaks of Klebsiella pneumoniae by Hao Chung The, Abhilasha Karkey, Duy Pham Thanh, Christine J Boinett, Amy K Cain, Matthew Ellington, Kate S Baker, Sabina Dongol, Corinne Thompson, Simon R Harris, Thibaut Jombart, Tu Le Thi Phuong, Nhu Tran Do Hoang, Tuyen Ha Thanh, Shrijana Shretha, Suchita Joshi, Buddha Basnyat, Guy Thwaites, Nicholas R Thomson, Maia A Rabaa, Stephen Baker

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High-resolution analysis of the treated coeliac disease microbiome reveals strain-level variation by Jelle Slager, Hanna L. Simpson, Ranko Gacesa, Lianmin Chen, Ineke L. Tan, Jody Gelderloos, Astrid Maatman, Cisca Wijmenga, Alexandra Zhernakova, Jingyuan Fu, Rinse K. Weersma, Gieneke Gonera, Iris H. Jonkers, Sebo Withoff

“…In addition, the immotile European subspecies of Eubacterium rectale, which has a distinct carbohydrate metabolism potential, was nearly absent in tCeD patients.Conclusion Our study sheds light on the complex interplay between the gut microbiome and CeD, revealing increased interindividual variation and strain-level variation in tCeD patients. …”
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Earth's future climate and its variability simulated at 9 km global resolution by J.-Y. Moon, J.-Y. Moon, J. Streffing, J. Streffing, J. Streffing, S.-S. Lee, S.-S. Lee, T. Semmler, T. Semmler, M. Andrés-Martínez, M. Andrés-Martínez, J. Chen, E.-B. Cho, E.-B. Cho, J.-E. Chu, C. L. E. Franzke, C. L. E. Franzke, J. P. Gärtner, R. Ghosh, J. Hegewald, J. Hegewald, S. Hong, D.-W. Kim, D.-W. Kim, N. Koldunov, J.-Y. Lee, J.-Y. Lee, Z. Lin, C. Liu, S. N. Loza, W. Park, W. Park, W. Roh, W. Roh, D. V. Sein, D. V. Sein, D. V. Sein, S. Sharma, S. Sharma, D. Sidorenko, J.-H. Son, J.-H. Son, J.-H. Son, M. F. Stuecker, Q. Wang, G. Yi, G. Yi, M. Zapponini, T. Jung, T. Jung, A. Timmermann, A. Timmermann

“…The TCo1279 high-resolution simulations show a substantial increase in regional information and climate change granularity relative to the TCo319 experiment (or any other lower-resolution model), especially over topographically complex terrain. …”
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Hybrid Wavelet-Attention Model for Detecting Changes in High-Resolution Remote Sensing Images by Lhuqita Fazry, MGS M. Luthfi Ramadhan, Alif Wicaksana Ramadhan, Muhammad Febrian Rachmadi, Aprinaldi Jasa Mantau, Lukito Edi Nugroho, Chi-Hung Chi, Wisnu Jatmiko

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Research and Implementation of Image Super Resolution Reconstruction Technology in Python Deep Learning Framework by Qiu Bohan

“…Firstly, the article outlines the basic concept of image super-resolution and points out that in practical applications, the main challenges in current technological development include the demand for computing resources, data problems, model complexity, authenticity of image reconstruction, and robustness of models. …”
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PixelCraftSR: Efficient Super-Resolution with Multi-Agent Reinforcement for Edge Devices by M. J. Aashik Rasool, Shabir Ahmed, S. M. A. Sharif, Mardieva Sevara, Taeg Keun Whangbo

“…We thoroughly evaluate and compare our proposed method with existing super-resolution methods. Experimental results illustrate that the proposed method can outperform the existing models in both qualitative and quantitative scores despite having significantly less computational complexity. …”
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Deep Learning-based Multi-scale Monitoring of Drought in China with High Spatial Resolution by Y. Peng, J. Liu, Z. Wang, M. Li

“…Characterized by its complexity and variability, identifying, assessing, and predicting drought features remains challenging. …”
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Remote Sensing Target Tracking Method Based on Super-Resolution Reconstruction and Hybrid Networks by Hongqing Wan, Sha Xu, Yali Yang, Yongfang Li

“…Remote sensing images have the characteristics of high complexity, being easily distorted, and having large-scale variations. …”
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A gene expression atlas of Nicotiana tabacum across various tissues at transcript resolution by Shizhou Yu, Jufen Wan, Jufen Wan, Tenghang Xu, Tenghang Xu, Jie Zhang, Linggai Cao, Jie Liu, Hongfeng Liu, Xueliang Ren, Zhixiao Yang

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An Intelligent Adaptive Filter for Elimination of Power Line Interference From High Resolution Electrocardiogram by Nauman Razzaq, Shafa-At Ali Sheikh, Muhammad Salman, Tahir Zaidi

“…The proposed system is based on recursive state space model, inherited with less computational complexity and performs well in a non-stationary environment. …”
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The relationship between family conflict resolution methods and depressive symptoms in patients with chronic diseases. by Min Jeong Joo, Jisu Ko, Jae Hyeok Lim, Dan Bi Kim, Eun-Cheol Park

“…Uncollaborative discussions and domestic violence resolution methods were related to depressive symptoms in family conflict resolution methods.…”
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High-Resolution Nearshore Sea Surface Temperature from Calibrated Landsat Brightness Data by William H. Speiser, John L. Largier

“…While satellites offer an opportunity to gain synchronous and spatially extensive data of coastal areas, off-the-shelf calibrated satellite sea surface temperature (SST) measurements have only been available at coarse resolutions of 1 km or larger. In this study, we develop a novel methodology to create a simple linear equation to calibrate fine-scale Landsat thermal infrared radiation brightness temperatures (calibrated for land sensing) to derive SST at a resolution of 100 m. …”
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Study on Temperature Effects and Energy Resolution of Large-size BGO-SiPM Detector by SONG Luyang1, SU Jun1, , ZHANG Liyong1, CHEN Junfeng2, LIU Fengcheng1, QIN Zhiwei1, SHENG Yaode1, JIANG Xinzhi1, CHEN Xin1, LIN Shen1, HUANG Yitong1, WANG Lin1, SHEN Yangping3, JIN Shilun4, LU Fei5

“…By adjusting the operating voltage, optimal energy resolution was attained within this temperature range. …”