Fine-grained building function recognition with street-view images and GIS map data via geometry-aware semi-supervised learning by Weijia Li, Jinhua Yu, Dairong Chen, Yi Lin, Runmin Dong, Xiang Zhang, Conghui He, Haohuan Fu

“…In the second stage, to further optimize the pseudo-labels, we effectively utilize the geometric spatial relationships between GIS map data and panoramic street-view images, integrating the building function information with facade detection results. …”
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Permeability evolution of the thick Cretaceous aquifer and the high-level bed separation water accumulation model during coal mining by Wei QIAO, Xiangsheng MENG, Juan YANG, Liangang LI, Qijing LIANG, Mengnan LIU, Zhihe TAO, Changmin HAN, Weiteng KONG

“…In the horizontal plane, as the working face advances, the permeability in the front of the working face undergoes a sequential and progressive increase. ② Based on the conceptual model of the spatial convergence point in a semi-infinite aquifer, a theoretical model of bed separation water accumulation under vacuum negative pressure was derived. …”
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Research Progress on Evolution of Rivers and Lakes in China Based on Remote Sensing Technology by QI Zhan-shuo, YAO Shi-ming, ZHU Yu, LIU Xiao-qing

“…The study focuses on discussing the temporal distribution of research publications, spatial distribution of study areas, types of sensors used, and variations in research methods within China. …”
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Molecular uncovering of important helminth species in wild ruminants in the Czech Republic by Lucie Škorpíková, Jaroslav Vadlejch, Jana Ilgová, Radim Plhal, Jakub Drimaj, Ondřej Mikulka, Jan Magdálek, Martin Kašný, Nikol Reslová

“…Haemonchus spp. were also frequently detected, identified in 14.9% of samples (146/983), particularly in roe deer, with a prevalence of 23.2% (86/371). Spatial analysis of these nematodes across various regions of the CR revealed the extensive distribution of both A. sidemi and Haemonchus spp. in nearly all regions. …”
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TRANSNATIONAL ASPECTS OF THE POETICS OF MARJANA GAPONENKO’S NOVEL “WHO IS MARTHA?” by Oleksii I. Ankhym., Natalia I. Astrakhan

“…At the text-structural level, characteristic manifestations of transnationality are the spatial structure of the text, the use of dynamic heroes with hybrid identities (Marjana Gaponenko’s characters are postmodern cosmopolitans with inherent linguistic and cultural hybridity, who are searching for and eventually find essential truths beyond various boundaries), the presence of elements of analepsis and prolepsis, involvement of double characters, the inclusion of multilingualism and dialects, the use of stereotypes, tendency to blur genres, etc. …”
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Urban buzz or urban bust? Beekeeping challenges, suitability, and survival insights in Montreal, Canada by Navid Mahdizadeh Gharakhanlou, Julien Vadnais, Liliana Perez, Nico Coallier

“…A primary outcome of this study was the generation of spatially explicit beehive habitat suitability maps for Montreal. …”
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GaoFen-3 Mission for InSAR Time Series Analysis: A Quantitative Evaluation by Yuxiao Qin, Qingjun Zhang, Wen Hong, Bing Han, Fangfang Li, Jiaxin Shen, Ke Wang, Mengge Wang

“…At last, despite GF-3&#x2019;s spatial baseline variation exceeding 660m (1<inline-formula><tex-math notation="LaTeX">$\sigma$</tex-math></inline-formula>), since the persistent scatterers hardly decorrelate, the PS-InSAR performance quality is virtually unaffected. …”
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Unveiling the twin epidemics of hypertension and diabetes: a cross-sectional analysis of sex-specific prevalence, risk, and hotspots in India’s epidemiological transition zones by Nishikant Singh, Sudheer Kumar Shukla, Pratheeba John, Rimjhim Bajpai, Prince Chugh, Rituparna Sengupta, Ritesh Ranjan Pushkar, Nishant Yadav, Navin Singh, Rajeev Sadanandan

“…The age-standardized prevalence was estimated, and adjusted risk ratios (ARRs) were obtained on multivariate logit scale. Bivariate maps, spatial autocorrelation and hotspot analyses were conducted using ArcGIS Pro to identify geographic clusters associated with twin epidemics. …”
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Improved basal drag of the West Antarctic Ice Sheet from L-curve analysis of inverse models utilizing subglacial hydrology simulations by L.-S. Höyns, L.-S. Höyns, L.-S. Höyns, T. Kleiner, A. Rademacher, M. Rückamp, M. Wolovick, M. Wolovick, A. Humbert, A. Humbert

“…Further comparison reveals that the basal drag coefficient field has a less variable spatial structure when an effective pressure from the hydrology model is used instead of a parameterized effective pressure, allowing us to interpret the inverted drag coefficient more precisely in terms of the basal properties rather than the basal hydrology.…”
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Plankton in the Gulf of Alaska and its contribution to feeding of pacific salmons in spring of 2020 by N. А. Kuznetsova

“…Results of the plankton survey conducted in the Gulf of Alaska, including EEZ of Canada, aboard RV Pacific Legacy No. 1 in March-April of 2020 are presented. …”
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Exploring Brain Activity in Different Mental Cognitive Workloads by Sahar Oftadeh Balani, Ali Fawzi Al-Hussainy, Alhan Abd Al-Hassan Shalal, Mohammed Ubaid, Zinab Aluquaily, Jaafar Alamoori, Saeid Motevalli

“…Then, repeated measures analysis of variance (ANOVA) was conducted to assess the differences in complexity and connectivity measures across various brain regions between the rest and task states. …”
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The diphenylpyrazole compound anle138b blocks Aβ channels and rescues disease phenotypes in a mouse model for amyloid pathology by Ana Martinez Hernandez, Hendrik Urbanke, Alan L Gillman, Joon Lee, Sergey Ryazanov, Hope Y Agbemenyah, Eva Benito, Gaurav Jain, Lalit Kaurani, Gayane Grigorian, Andrei Leonov, Nasrollah Rezaei‐Ghaleh, Petra Wilken, Fernando Teran Arce, Jens Wagner, Martin Fuhrmann, Mario Caruana, Angelique Camilleri, Neville Vassallo, Markus Zweckstetter, Roland Benz, Armin Giese, Anja Schneider, Martin Korte, Ratnesh Lal, Christian Griesinger, Gregor Eichele, Andre Fischer

“…Here we show that oral application of the compound anle138b restores hippocampal synaptic and transcriptional plasticity as well as spatial memory in a mouse model for Alzheimer's disease, when given orally before or after the onset of pathology. …”
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IGF1R Promotes Th17/Treg Cell Development in Experimental Autoimmune Prostatitis by Guan Y, Yue S, Chen Y, Cheng A, Li H, Yang F, Liu Y, Liang C, Meng J

“…Immunofluorescence staining was utilized to determine the spatial distribution of key proteins. Flow cytometry was conducted to analyze the proportions of immune cell populations in different experimental groups. …”
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New insights into Cretaceous hydrocarbon accumulation and its significance for hydrocarbon exploration in Hashan area, northwestern margin of Junggar Basin by Yansheng QU, Ningning ZHONG, Shengzhu WANG, Bin WANG, Hongzhou YU, Jian ZHOU, Qianqian WU, Hongli LU

“…Breaking from the traditional "fault-blanket" theory, this study proposes a new transport mechanism of near-source vertical supply coupled with strike-slip faults and lobate sand bodies for the Cretaceous hydrocarbon accumulation. The inherent spatial configuration of efficiently conductive strike-slip faults and sand bodies distributed along grooves is critical for reservoir formation. …”
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An expert survey on chamber measurement techniques and data handling procedures for methane fluxes by K. Jentzsch, K. Jentzsch, L. van Delden, M. Fuchs, C. C. Treat, C. C. Treat

“…To estimate methane emissions on large spatial scales, methane flux data sets from field measurements collected and processed by many different researchers must be combined. …”
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Multi-objective Optimal Scheduling of Water-Carbon in Cascade Reservoirs during Impoundment for Carbon Emission Reduction by ZHOU Yan-lai, NING Zhi-hao, HE Jun-tao

“…[Results] A case study was conducted on a cascade system comprising six reservoirs in the middle and lower reaches of the Jinsha River and the Three Gorges Reservoir.The results showed that the three scheduling objectives on the Pareto frontier formed a spatial surface distribution,reflecting nonlinear competitive relationships among the objectives.Compared to the current scheduling scheme,the optimal scheduling scheme—while occupying 0-4.92% of the flood control storage capacity—achieved a 0.65%-3.60% increase in multi-year average power generation (by 0.723-4.026 billion kW·h/a), a 6.45%-22.43% reduction in multi-year average spilled water volume (by 1.582-5.503 billion m3/a), an 8.33%-9.85% decrease in multi-year average greenhouse gas emissions (by 38.55-45.63 Gg CO2 e/a), and a 9.49%-11.44% reduction in carbon emission intensity (by 0.39-0.47 kg CO2 e/MW·h). …”
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Time Series Modelling of the Caspian Kutum (Rutilus frisii) Catch Using SARIMA Model by Fateh Moezzi, Hadi Poorbagher, Soheil Eagderi, Jahangir Feghhi

“…Time series modeling was conducted usingthe seasonal autoregressive integrated moving average (SARIMA) model based on seasonal 3-month intervals. …”
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Research on High-precision Fiber Transmission and Compensation for a Solar Radio Heliograph by Liye Zhu, Shuqi Li, Yizhang Zhang, Yonglin Yu, Xiaofeng Xu, Qinzheng Li, Zilei Yang, Zhao Wu, Yanrui Su, HongQiang Song, Yao Chen, Fabao Yan

“…On this basis, we have conducted research on fiber time-frequency synchronization. …”
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Integrative genomic identification of therapeutic targets for pancreatic cancer by Jimmy A. Guo, Dennis Gong, Kyle Evans, Kazuki Takahashi, Ananya D. Jambhale, Carina Shiau, Patrick Yu, Steven Wang, Wenbo W. Wu, Seema Chugh, Kevin S. Kapner, Julien Dilly, Daniel Zhao, Peter Chen, Eric L. Smith, Joseph D. Mancias, Francisca Vazquez, Harshabad Singh, William L. Hwang, Andrew J. Aguirre

“…Summary: Pancreatic ductal adenocarcinoma (PDAC) is a deadly disease, and new therapeutic strategies are urgently needed. Here, we conduct an integrative, genome-scale examination of genetic dependencies and cell surface targets using CRISPR-Cas screening and multi-omic data, including single-nucleus and spatial transcriptomic data from patient tumors. …”
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Variability of turbulent mixing observed by high-resolution Acoustic Doppler Current Profilers in the deep South China Sea by Hao Xun, Chun Zhou, Chun Zhou, Chun Zhou, Xin Xiao, Shoude Guan, Shoude Guan, Shoude Guan, Xiaodong Huang, Xiaodong Huang, Xiaodong Huang, Tangdong Qu, Wei Zhao, Wei Zhao, Wei Zhao, Jiwei Tian, Jiwei Tian, Jiwei Tian

“…We deployed 1200 kHz Acoustic Doppler Current Profilers (ADCPs) with high temporal [O(1 s)] and spatial [O(2 cm)] resolution to obtain continuous measurements of turbulent mixing at a depth of 1086 m in the northeastern South China Sea. …”
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