A Hybrid Content-Aware Network for Single Image Deraining by Guoqiang Chai, Rui Yang, Jin Ge, Yulei Chen

“…In CAMM, the attention mechanism is used for intricate windows to generate abundant features and simple convolution is used for plain windows to reduce computational costs. …”
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Acoustic monitoring of soil water content during tillage and sowing by Hans-Hermann Kaufmann, Hubertus Siebald, Carolina Bilibio, Abozar Nasirahmadi, Oliver Hensel

“…The advantage of measuring the soil water content via the vibration of the cultivator coulters is that this indirect method allows the sensors to be implemented on the tillage machine, thus enabling spatial and continuous in-process control instead of just a point recording of the soil water content. …”
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Mesoscale soil moisture measurements along the rover route using the mobile cosmic-ray neutron sensing in the eastern Tibetan Plateau by Yongyong Zhang, Shaoxiong Wu, Wenzhi Zhao, Jianhua Xiao

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Tax Preferences in the Spatial Development of the Country: Terminological Aspect of the Study by L. I. Goncharenko

“…Conclusion: the use of theoretically verified tax terminology in the justification of tax innovations will improve the quality of decision-making for the spatial development of the country.…”
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Characterising the Thematic Content of Image Pixels with Topologically Structured Clustering by Giles M. Foody

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Simple quantitation and spatial characterization of label free cellular images by Vincent C.J. de Boer, Xiang Zhang

“…In this study, we developed a simple computational pipeline that requires no training data and is suited to run on images generated using high-content microscopy equipment. By combining classical image processing functions, Voronoi segmentation, Gaussian mixture modeling and automatic parameter optimization, our pipeline can be used for cell number quantification and spatial distribution characterization based on a single label-free image. …”
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Study on spatial variability of soil nutrients in Taihu Lake region by LIU Xing-mei, XU Jian-min, ZHANG Ming-kui, SHI Zhou, SHI Jia-chun

“…Spatial variability of nutrients in the plough layer (0-20 cm) of paddy soils from Pinghu City in the Taihu lake region in China was studied using GIS technique and geostatistical analysis. …”
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Effect of Management on Spatial and Temporal Distribution of Soil Physical Properties by Engin Özgöz, Hikmet Günal, Hüseyin Önen, Mustafa Bayram, Nurullah Acir

“…The geostatistical methods were used to model the variance structure of gravimetric water content (GWC), soil bulk density (BD), penetration resistance (PR) and aggregate stability (AgS). …”
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Explanation of the architectural and spatial pattern in the plans of the historical mosques of Hormozgan by Mahnaz Azhdari, Mohhamadali Rahimi, Hamed Imantalab

“…In the first stage, codes were categorized through content analysis and interviews. In the second stage, the Delphi technique was used to obtain experts' scores for each code. …”
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Spatial–temporal trends in forced migrant mortality, 2014–2018 by Till Bärnighausen, Stéphane Verguet, Marcia C Castro, Danielle N Poole, Bethany Hedt-Gauthier

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Characteristics of the Spatial Development of Innovations in Legislative Acts of Siberian Macroregions by Yu. A. Kuznetsova

“…Objective: to assess the level of inclusion of the innovation space characteristics into the legislative acts on innovation activity in the macroregions of Siberia.Methods: a spatial approach, which allowed considering the innovative development of a macroregion through the characteristics of length, connectivity, density, and uniformity; a synchronous method, which made it possible to compare legislative documents in the macroregions of Siberia by the representation of spatial characteristics in them; a qualitative content analysis, used to identify words and phrases characterizing the spatial development of innovations in the texts of legislative documents on innovation activity.Results: the paper revealed the increased attention of foreign and Russian scientists to the search for ways of improving the effectiveness of legislative regulation of innovation activity. …”
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Microplastics Abundance and Spatial Distribution in Bayinbuluk Alpine Swamp Meadow by Yuxin Tian, Maidinuer Abulaizi, Yunpeng Hu, Yang Hu, Mo Chen, Yuanbin Jia, Tianle Kou, Jianqin Zhou, Hongtao Jia

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Spatial Heterogeneity of the Microbial Community in the Surface Sediments in the Okinawa Trough by Ye Chen, Nengyou Wu, Cuiling Xu, Youzhi Xin, Jing Li, Xilin Zhang, Yucheng Zhou, Zhilei Sun

“…The Okinawa Trough (OT) has been a focus of scientific research for many years due to the presence of vibrant hydrothermal and cold seep activity within its narrow basin. However, the spatial distribution and environmental drivers of microbial communities in OT sediments remain poorly understood. …”
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Exploring urban land surface temperature with geospatial and regression modelling techniques in Uttarakhand using SVM, OLS and GWR models by Waiza Khalid, Syed Kausar Shamim, Ateeque Ahmad

“…Two regression models were used for statistical modeling and spatial analysis: Ordinary Least Squares (OLS) and Geographically Weighted Regression (GWR). …”
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Detection of desert percentage in Al-Hatra Region based on image contents by Saja Mallaaloo, Ghaydaa Al-Talib

“…In this paper we benefiting from Satellite imaging to retrieve information by using its contents, which is the pixels value of the image and by using the information of groups of pixels like texture, color gradation etc….then analyzing these information to extract spatial and temporal information of this images. …”
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Optimizing visual data retrieval using deep learning driven CBIR for improved human machine interaction by Arulmozhi P, Gopi R

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THE EFFECT OF DISTORTIONS AND FRAGMENTATION ON RESULTS OF CONTENT-BASED RETRIEVAL OF COLOR IMAGES by V. A. Kovalev

“…This paper is dealing with the problem of content-based image retrieval using color co-occurrence matrices. …”
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Contention graph based concurrent scheduling algorithm in millimeter wave WPAN by Yibing WANG, Yong NIU, Weiguang DING, Hao WU

“…The directional antennas and beamforming techniques in millimeter wave (mmWave) bands are used to make concurrent transmission between multiple flows become possible.However,higher mutual interference may be caused by concurrent transmission.Therefore,when the time slots were limited and the number of data flows was large,how to schedule the concurrent flows efficiently was solved by proposed algorithm.The contention graph based spatial-time division multiple access (CB-STDMA) concurrent scheduling algorithm guaranteed the quality of service (QoS) of users,and aimed at maximizing the number of flows with their QoS requirements satisfied.It considered the interference between different flows,and a higher priority was given to the flow with fewer time slots requirement.Extensive simulations demonstrated that the proposed CB-STDMA algorithm increased the number of flows with their QoS requirements satisfied and the network throughput by 50% and 20% respectively compared with the existing algorithms.…”
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Contention graph based concurrent scheduling algorithm in millimeter wave WPAN by Yibing WANG, Yong NIU, Weiguang DING, Hao WU

“…The directional antennas and beamforming techniques in millimeter wave (mmWave) bands are used to make concurrent transmission between multiple flows become possible.However,higher mutual interference may be caused by concurrent transmission.Therefore,when the time slots were limited and the number of data flows was large,how to schedule the concurrent flows efficiently was solved by proposed algorithm.The contention graph based spatial-time division multiple access (CB-STDMA) concurrent scheduling algorithm guaranteed the quality of service (QoS) of users,and aimed at maximizing the number of flows with their QoS requirements satisfied.It considered the interference between different flows,and a higher priority was given to the flow with fewer time slots requirement.Extensive simulations demonstrated that the proposed CB-STDMA algorithm increased the number of flows with their QoS requirements satisfied and the network throughput by 50% and 20% respectively compared with the existing algorithms.…”
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Research on soil spatial heterogeneity and pattern of Huangniling red soil watershed by LU Jian-Bo, YANG Jing-Ping

“…The results show that: soil spatial heterogeneity of this watershed is evident; orders of Cv (Coefficient of Variation) are: quick-acting K>quick-acting P>total N and content of organic matter >pH; the spatial tendency of total N and content of organic matter is similar and they have closely linear relationship; the spatial pattern of quick-acting P and quick-acting K is also similar; soil spatial pattern is deeply affected by human activities.…”
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