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Modelling the daily reference evapotranspiration in semi-arid region of South India: A case study comparing ANFIS and empirical models

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Information Processing in Agriculture 2021年第1期8卷 173-184页

作者： Ramiro t.Gonzalez del Cerro M.S.P Subathra Nallapaneni Manoj Kumar Sebastian Verrastro S.thomas George Departamento de Ingenieria Electronica Facultad Regional Buenos AiresUniversidad Tecnologica NacionalBuenos AiresArgentina Department of Electrical Sciences Karunya Institute of Technology and SciencesCoimbatore 641114Tamil NaduIndia School of Energy and Environment City University of Hong KongKowloonHong KongChina Sustainable Solutionz T NagarChennai-600017Tamil NaduIndia

the estimation of evapotranspiration(Eto)is one of the main tools for the control of crop growth and to make a rational use of water *** estimate this parameter accurately,it is necessary to have a daily measurement of four meteorological variables,these are:temperature,solar radiation,relative humidity and wind *** is not always possible to count on all the variables,that is why there are empirical methods that use a limited number of variables that make an approximate estimate of the Eto *** of these models are applicable to different regions with completely different *** this paper,a study has been carried out to define the model of Eto estimation that best adapts to the semi-arid region in South *** different datasets for the same period from different meteorological stations were *** addition to the empirical methods for estimating Eto,computer models ANFIS(Adaptive Neuro-Fuzzy Inference System)were *** models consist in the future estimation of a certain parameter by using current variables and a history of variables and past *** results of this work show that ANFIS 11 model makes the best estimate with RMSD=0.002 and r=*** RItCHIE method is the most suitable empirical model for this region,which reaches RMSD=0.507 and r=*** addition,ranking of equations is elaborated for both datasets for daily estimates of ***,comparison is made with the results for each case and thus confirm or reject the convenience of one model over the *** achieve this,a series of statistical indicators were used:Index of agreement(d),MAE(Mean absolute error),SEE(Standard error of estimate)and RMSD(Root mean square difference).Moreover,a sensitivity analysis was performed in order to compare and show the stability of the best models when an error is introduced within the input *** this case,the empirical models demonstrate a better performance than the ANFIS *** work demonstrates that th

关键词： Evapotranspiration ANFIS ANN Semi-arid regions in India Coimbatore RItCHIE method

Short term protective effect of digitoxin in sepsis-induced acute lung injury

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BIOCELL 2022年第2期46卷 433-439页

作者： EJDER SAYLAV BORA MÜMIN ALPER ERDOĞAN BAHAttINÖZKUL İBRAHIM HALIL SEVER İBRAHIM SÖĞÜt CANAN HÜRDAĞ OYtUN ERBAŞ İzmir Atatürk Research and training Hospital Emergency Medicine IzmirTurkey Department of Physiology İzmir KatipÇelebi UniversityIzmirTurkey Department of Radiology Istanbul Atlas UniversityIstanbulTurkey Department of Radiology Demiroğlu Bilim UniversityIstanbulTurkey Department of Biochemistry Demiroğlu Bilim UniversityIstanbulTurkey Department of Histology and Embryology Demiroğlu Bilim UniversityIstanbulTurkey Department of Physiology Demiroğlu Bilim UniversityIstanbulTurkey

Purpose:Digitoxin is a cardiac glycoside used in the treatment of heart *** by its known antiinflammatory effect,this study aims to investigate the effect of digoxin in a sepsis model and to bring to light its effect and underlying mechanism in acute lung injury(ALI).Method:28 wistar albino rats were divided into 4 *** model is performed by the feces intraperitoneal-injection procedure(FIP).Results:tNF-a,CRP,IL-6,IL 1-Beta,lactic acid,and MDA values were significantly decreased in the FIP+digitoxin group compared to the FIP+Saline *** the same groups were examined,histological improvements such as decrease in alveolar inflammation and decrease in septal thickening in the digitoxin group and thorax Ct were found to be significantly higher in the Hounsfield unit digitoxin group compared to the Saline ***:Digitoxin has shown biochemical improvement in sepsis with all known mechanisms of action,and healing effects in both computerized tomography and histology in the lung.

关键词： Digitoxin Animal model Sepsis Acute lung injury

Different fundus imaging modalities and technical factors in AI screening for diabetic retinopathy:a review

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Eye and Vision 2020年第1期7卷 201-213页

作者： Gilbert Lim Valentina Bellemo Yuchen Xie Xin Q.Lee Michelle Y.t.Yip Daniel S.W.ting School of Computing National University of SingaporeSingaporeSingapore Singapore Eye Research Institute Singapore National Eye CentreSingaporeSingapore Duke-NUS Medical School National University of Singapore11 Third Hospital Road AvenueSingapore 168751Singapore Vitreo-Retinal Service Singapore National Eye Center11 Third Hospital Road AvenueSingapore 168751Singapore Artificial Intelligence in Ophthalmology Singapore Eye Research Institute11 Third Hospital Road AvenueSingapore 168751Singapore

Background:Effective screening is a desirable method for the early detection and successful treatment for diabetic retinopathy,and fundus photography is currently the dominant medium for retinal imaging due to its convenience and *** screening using fundus photographs has however involved considerable costs for patients,clinicians and national health systems,which has limited its application particularly in less-developed *** advent of artificial intelligence,and in particular deep learning techniques,has however raised the possibility of widespread automated *** text:In this review,we first briefly survey major published advances in retinal analysis using artificial *** take care to separately describe standard multiple-field fundus photography,and the newer modalities of ultrawide field photography and smartphone-based ***,we consider several machine learning concepts that have been particularly relevant to the domain and illustrate their usage with extant ***:In the ophthalmology field,it was demonstrated that deep learning tools for diabetic retinopathy show clinically acceptable diagnostic performance when using colour retinal fundus *** intelligence models are among the most promising solutions to tackle the burden of diabetic retinopathy management in a comprehensive ***,future research is crucial to assess the potential clinical deployment,evaluate the cost-effectiveness of different DL systems in clinical practice and improve clinical acceptance.

关键词： Artificial intelligence Deep learning Diabetic retinopathy Fundus photographs Retinal imaging modalities Survey

Holographic Deformation Measurement by a Spatial Carrier Fringe technique

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哈尔滨工业大学学报 1990年第3期22卷 166-176页

作者： Quan Chenggen t. R. Judge P. J. Bryanston-Cross (Department of Precision Instrumentation)

A carrier fringe techrtique for measuring surface deformation is described and verified by experiments. In contrast to conventional holography and fringe analysis, this holographic system is based on fibre optics and automatic spatial carrier fringe pattem analysis techniques Single-mode optic fibres are used to transfer both the object and reference beams. Carrier fringes are generated by simply translating the object beam between two exposures the Fourier transform is applied to the carrier fringe pattern to convert it to the spatial frequency domain, where it is processed the results are given for a centrally loaded disk, including a 3-D perspective plot of the out of plane deformation field, phase map, grey level map and contour map.

关键词：全息照相术表面变形全息干涉测量纤维光学傅立叶变换条纹图形法

Hepatocellular carcinoma extracellular vesicle ECG score as a diagnostic tool close to the ideal

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Hepatobiliary Surgery and Nutrition 2023年第6期12卷 930-932页

作者： Artur Słomka tudor Mocan Arnulf G.Willms Veronika Lukacs-Kornek Miroslaw t.Kornek Department of Pathophysiology Nicolaus Copernicus University in ToruńLudwik Rydygier Collegium MedicumBydgoszczPoland UBBMed Department Babes-Bolyai UniversityCluj-NapocaRomania Department of Gastroenterology “Prof.Dr.Octavian Fodor”Regional Institute of Gastroenterology and HepatologyCluj-NapocaRomania Department of General and Visceral Surgery German Armed Forces HospitalHamburgGermany Institute of Molecular Medicine and Experimental Immunology University Hospital of the Rheinische Friedrich-Wilhelms-UniversityBonnGermany Department of Internal Medicine I University Hospital of the Rheinische Friedrich-Wilhelms-UniversityBonnGermany

Introduction In recent decades,numerous indicators for early detection and monitoring of hepatocellular carcinoma(HCC)have been suggested and published in reputable *** markers have gained recognition and endorsement from prominent international associations such as the European Association for the Study of the Liver(EASL),the Asian Pacific Association for the Study of the Liver(APASL),as well as national professional organizations like the American Association for the Study of Liver Diseases(AASLD),among others.

关键词： Extracellular vesicles(EVs) hepatocellular carcinoma(HCC) early-stage biomarker

Applicability of differential fluorescein diacetate and propidium iodide fluorescence staining for monitoring algal growth and viability

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Waste Disposal and Sustainable Energy 2019年第3期1卷 199-206页

作者： Swati Yewalkar tong Wu David Kuan Heli Wang Di Li Andy Johnson Dusko Posarac Sheldon Duff Xiaotao t.Bi Department of Chemical and Biological Engineering The University of British ColumbiaVancouverCanada School of Water Resource and Environment China University of GeosciencesBeijingChina Biomedical Research Center The University of British ColumbiaVancouverCanada

Microalgae can be cultivated for producing high-valued products through the production of enzymes to offset the cost of CO_(2) sequestration,providing financial *** viability of algae in the photobioreactor needs to be monitored to ensure biologically active live *** this study,we explored a simple fluorometry method for differentiation of live and dead algal cells in photobioreactors by fluorescein diacetate(FDA)and propidium iodide(PI)fluorescence *** stains fluorescent green to the living cells while PI stains the dead cells,allowing the discrimination of live and dead *** method was evaluated using two green algae and two strains of cyanobacteria grown in shake flasks and a continuously stirred *** method was found applicable for Chlorella pyrenoidosa and Synechococcus 7002 but was not applicable for the cultures of Scenedesmus dimorphus and Synechococcus elongatus *** conclude that FDA is a good stain for monitoring live algal cells in photobioreactors but its applicability to individual species of algae must be evaluated.

关键词： Fluorescein diacetate(FDA) Propidium iodide(PI) Live and dead algae Differential staining Continuous photobioreactor

Magnetotelluric investigation of lithospheric electrical structure beneath the Dharwar Craton in south India:Evidence for mantle suture and plume-continental interaction

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Geoscience Frontiers 2019年第5期10卷 1915-1930页

作者： D. Malleswari K. Veeraswamy K.K. Abdul Azeez A.K. Gupta Narendra Babu Prasanta K. Patro t. Harinarayana Mt Group CSIR - National Geophysical Research InstituteHyderabadIndia Crescent Institute of Science and technology ChennaiIndia

Broad-band and long period magnetotelluric measurements made at 63 locations along -500 km long Chikmagalur-Kavali profile,that cut across the Dharwar craton (DC) and Eastern Ghat Mobile Belt (EGMB) in south India,is modelled to examine the lithosphere architecture of the cratonic domain and define tectonic *** 2-D resistivity model shows moderately conductive features that intersperse a highly resistive background of crystalline rocks and spatially connect to the exposed schist belts or granitic intrusions in the *** features are therefore interpreted as images of fossil pathways of the volcanic emplacements associated with the greenstone belt and granite suite formation exposed in the region.A near vertical conductive feature in the upper mantle under the Chitradurga Shear Zone represents the Archean suture between the western and eastern blocks of *** thick (-200 km) cratonic (highly resistive) lithosphere is preserved,significant part of the cratonic lithosphere below the western DC is modified due to plume-continental lithosphere interactions during the Cretaceousetertiary period.A west-verging moderately conductive feature imaged beneath EGMB lithosphere is interpreted as the remnant of the Proterozoic collision process between the Indian land mass and East *** (-120 km) lithosphere is seen below the EGMB,which form the exterior margin of the India shield subsequent to its separation from East Antarctica through rifting and opening of the Indian Ocean in the Cretaceous.

关键词： Magnetotelluric Lithospheric structure Mantle plume Mantle suture Dharwar craton

Groundwater uptake of different surface cover and its consequences in great Hungarian plain

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Ecological Processes 2017年第1期6卷 408-416页

作者： Zoltán Gribovszki Péter Kalicz Kitti Balog András Szabó tibor tóth Péter Csáfordi Mohamed Metwaly Sándor Szalai Institute of Geomatics and Civil Engineering University of SopronSopronHungary Institute for Soil Sciences and Agricultural Chemistry Centre for Agricultural ResearchHungarian Academy of SciencesBudapestHungary Forest Research Institute National Agricultural Research and Innovation CentreBudapestHungary Archaeology Department College of Tourism and ArchaeologyKing Saud UniversityRiyadhSaudi Arabia National Research Institute of Astronomy and Geophysics(NRIAG) CairoEgypt MtA CSFK GGI SopronHungary

Introduction:Forest cover in Hungary has increased from 1.1 to 2.0 million hectares during the last *** EU(European Union)promotes further afforestation;thus,15,000–18,000 ha are being forested each year,mainly in the Hungarian Great *** terms of species used for afforestation,poplar plantations are preferred over native oak *** groundwater uptake of trees can be a significant water balance element of forested areas in shallow groundwater environments within the Hungarian Great *** can cause water table depressions and subsurface salt accumulation in areas with negative water *** study examined the hydrological impact of forest cover in the Hungarian Great *** the framework of this research,climatic water balance,water table depth and salinity,subsoil layering,tree species and stand age were analysed as influencing *** paper compares the effect which an oak forest,a poplar plantation and a pasture have on groundwater uptake and salt ***:the water table level was roughly 0.4–0.5 m lower beneath the oak forest and the poplar plantation than it was beneath the *** groundwater use was 1.5–2 times higher than that of *** uptake of oak forest was greater than that of poplar plantation during the monitoring *** accumulation,which shows water use in the longer run,was slightly higher for poplar in deeper ***:the greater amount of groundwater used by trees does not lead to a higher salt uptake as only a slight accumulation of salt was measured beneath the ***,hybrid poplar was slightly less favourable than native oak when considering salinization ***,even greater groundwater uptake by trees over longer timescales could cause more significant salt accumulation under pronounced drought conditions due to climate change.

关键词： Groundwater recharge/water budget Evapotranspiration Diurnal fluctuation Forest cover Salinization

A Multinational Data Set of Game Players' Behaviors in a Virtual World and Environmental Perceptions

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Data Intelligence 2021年第4期3卷 606-629页

作者： Quan-Hoang Vuong Manh-toan Ho Viet-Phuong La tam-tri Le thanh Huyen t.Nguyen Minh-Hoang Nguyen Centre for Interdisciplinary Social Research Phenikaa UniversityYen Nghia WardHa Dong DistrictHanoi 100803Vietnam A.I.for Social Data Lab Vuong&AssociatesDong Da DistrictHanoi 100000Vietnam

Video gaming has been rising rapidly to become one of the primary entertainment media,especially during the COVID-19 *** video games has been reported to associate with many psychological and behavioral ***,little is known about the connections between game players’behaviors in the virtual environment and environmental ***,the current data set offers valuable resources regarding environmental worldviews and behaviors in the virtual world of 640 Animal Crossing:New Horizons(ACNH)game players from 29 countries around the *** data set consists of six major categories:1)socio-demographic profile,2)COVID-19 concern,3)environmental perception,4)gameplaying habit,5)in-game behavior,and 6)game-playing *** making this data set open,we aim to provide policymakers,game producers,and researchers with valuable resources for understanding the interactions between behaviors in the virtual world and environmental perceptions,which could help produce video games in compliance with the United Nations(UN)Sustainable Development Goals.

关键词： Environmental psychology Virtual environment Game-playing behaviors Multinational UN compliance design