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Multi-step ahead soil temperature forecasting at different depths based on meteorological data:Integrating resampling algorithms and machine learning models

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Pedosphere 2023年第3期33卷 479-495页

作者： Khabat KHOSRAVI Ali GOlKARIAN Rahim BARZEGAR Mohammad T.AAlAMI Salim HEDDAM Ebrahim OMIDVAR Saskia D.KEESSTRA manuel l.pez-vicente Department of Earth and Environment Florida International UniversityMiami 33199(USA) Department of Watershed Management Engineering Ferdowsi University of MashhadMashhad 91779-48974(Iran) Department of Bioresource Engineering McGill University21111 LakeshoreSte Anne de BellevueMontreal H9X 3V9(Canada) Department of Geography&Environmental Studies Wilfrid Laurier UniversityWaterloo N2L 3G1(Canada) Faculty of Civil Engineering University of Tabriz29 Bahman BlvTabriz 51666-16471(Iran) laboratory of Research in Biodiversity Interaction Ecosystem and Biotechnology University 20 Août 1955Route El HadaikBP 26Skikda 21000(Algeria) Department of Watershed Management Engineering University of KashanKashan 87317-53153(Iran) Team Soil Water and Land UseWageningen Environmental ResearchDroevendaalsesteeg 3Wageningen 6708RC(Netherlands) Departamento de Análisis Geográfico Regional y Geografía Física Facultad de Filosofía y LetrasCampus Universitario de CartujaUniversidad de GranadaGranada 18071(Spain) Group Aquaterra CICAUniversidade da CoruñaAs Carballeiras s/nCampus de ElviñaA Coruña 15071(Spain)

Direct soil temperature(ST)measurement is time-consuming and costly;thus,the use of simple and cost-effective machine learning(Ml)tools is *** this study,Ml approaches,including KStar,instance-based K-nearest learning(IBK),and locally weighted learning(lWl),coupled with resampling algorithms of bagging(BA)and dagging(DA)(BA-IBK,BA-KStar,BA-lWl,DA-IBK,DA-KStar,and DA-lWl)were developed and tested for multi-step ahead(3,6,and 9 d ahead)ST *** addition,a linear regression(lR)model was used as a benchmark to evaluate the results.A dataset was established,with daily ST time-series at 5 and 50 cm soil depths in a farmland as models’output and meteorological data as models’input,including mean(T_(mean)),minimum(Tmin),and maximum(T_(max))air temperatures,evaporation(Eva),sunshine hours(SSH),and solar radiation(SR),which were collected at Isfahan Synoptic Station(Iran)for 13 years(1992–2005).Six different input combination scenarios were selected based on Pearson’s correlation coefficients between inputs and outputs and fed into the *** used 70%of the data to train the models,with the remaining 30%used for model evaluation via multiple visual and quantitative ***?ndings showed that T_(mean)was the most effective input variable for ST forecasting in most of the developed models,while in some cases the combinations of variables,including T_(mean)and T_(max)and T_(mean),T_(max),Tmin,Eva,and SSH proved to be the best input *** the evaluated models,BA-KStar showed greater compatibility,while in most cases,BA-IBK and-lWl provided more accurate results,depending on soil *** the 5 cm soil depth,BA-KStar had superior performance(i.e.,Nash-Sutcliffe efficiency(NSE)=0.90,0.87,and 0.85 for 3,6,and 9 d ahead forecasting,respectively);for the 50 cm soil depth,DA-KStar outperformed the other models(i.e.,NSE=0.88,0.89,and 0.89 for 3,6,and 9 d ahead forecasting,respectively).The results con?rmed that all hybrid models had higher prediction

关键词： bootstrap aggregating algorithm data mining disjoint aggregating algorithm ensemble modeling hybrid model

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Hummingbird-plant interactions in Chile:An ecological review of the available evidence

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Avian Research 2022年第3期13卷 332-340页

作者： Rodrigo Medel manuel l.pez-Aliste Francisco E.Fontúrbel Departamento de Ciencias Ecol ogicas Facultad de CienciasUniversidad de ChileSantiagoChile Instituto de Biología Facultad de CienciasPontificia Universidad Cat olica de ValparaísoValparaísoChile Millennium Nucleus of Patagonian limit of life(lili) ValdiviaChile

Hummingbird species have closely evolved with the plants they feed on,which is confirmed by their often tight ecological relationships in natural ***-plant interactions are of interest for research areas such as ecology,evolution,and even agriculture,as they usually inform on the conservation status of interacting species assemblages,and its disappearance may precede the population extinction of the species involved in the *** Chile,there are nine hummingbird species,which interact with a large and diverse number of angiosperm species in forest,desert,and mountain range *** motivation to perform this review is to systematize the available information regarding the flowering plants visited by hummingbird species in Chile,to present some basic plant-hummingbird pollination network metrics,and on this basis to identify the components of the plant-hummingbird relationships in need of further research.A plant-hummingbird metanetwork revealed a low connectance value,low niche overlap,and strong modularity among ***,the fact that most species present a strong allopatric distribution across Chile,suggests that network structure results mostly from the history of colonization rather than from ecological ***,the main threats to Chilean hummingbirds are anthropogenic disturbance and climate change,which disrupt hummingbird-plant interactions,leading to unpredictable ecological consequences at the community *** periods of drought may reduce the resource base for hummingbirds,with dramatic consequences for the maintenance of bird and plant populations.

关键词： Conservation Endemic species Habitat disturbance Pollination Trochilidae

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Immunogenetic biomarkers in inflammatory bowel diseases:Role of the IBD3 region

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World Journal of Gastroenterology 2014年第41期20卷 15037-15048页

作者： manuel Muro Ruth l.pez-Hernández Anna Mrowiec Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (Ciberehd) Immunology ServiceUniversity Hospital Virgen de la Arrixaca

Many studies have demonstrated the linkage between the IBD3 region (6p21.1-23), an area which encompasses the famous human leukocyte antigen (HlA) complex, and Crohn’s disease (CD) or ulcerative colitis (UC). IBD3 is the only region that meets genome-wide significance, and provides stronger evidence of the linkage than 16p13.1-16q12.2 (IBD1), the locus that contains the susceptibility gene CARD15. However, despite these findings, IBD3 susceptibility genes remain elusive and unclear due to the strong linkage disequilibrium, extensive polymorphism, and high gene density that characterize this area and also due to varying allele frequencies in populations around the world. This area presents an extremely high abundance of genes, including the classical and non-classical major histocompatibility complex (MHC) class I and II genes, and other genes, namely MHC class III genes tumor necrosis factor (TNF)-α and -β, and Hsp, whose proteins play key functions in immunological processes. To date, it is not clear which genes within the MHC family contribute to the IBD pathogenesis, although certain HlA alleles have been associated with IBD. Recent insights into the biological function of other genes encoded within the IBD3 region, such as the MHC class I chain-related (MIC) genes, have led investigators to a more comprehensive exploration of this region. MHC class I chain-related molecule A (MICA) is highly polymorphic and interacts with NKG2D, its receptor on the surface of NK, Tγδ and T CD8+ cells. Increased expression of MICA in intestinal epithelial cells and increased expression of NKG2D in CD4+ T cells (lamina propria) in patients with CD have also been reported. MICA alleles have also been associated with IBD, and a variation at amino acid position 129 of the α2-heavy chain domain seems to categorize MICA alleles into strong and weak binders of NKG2D rece

关键词： IBD3 Tumor necrosis factor MICA HlA Inflammatory bowel disease

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Refractive index measurement of dielectric samples using highly focused radially polarized light(Invited Paper)

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Chinese Optics letters 2017年第3期15卷 12-15页

作者： Guadalupe l.pez-Morales Victor-manuel Rico-Botero Rafael Espinosa-luna Qiwen Zhan GIPYS laboratory Centro de Investigaciones en Optica A. C. León Gto 37150 México Department of Electro-Optics and Photonics University of Dayton Dayton OH 45469 USA

In this letter, a refractive index measurement of a dielectric sample using highly focused radially polarized light is reported. Through imaging analysis of the optical field at the pupil plane of a high numerical aperture （NA） objective lens reflected by the sample under study, the Brewster angle is found. Employing a high NA objective lens allows the measurement of multiple angles of incidence from 0° to 64° in a single shot. The refractive index of the sample is estimated using the measured Brewster angle. The experimental results are compared with the theoretical images computed with the Fresnel theory, and a good agreement is obtained.

关键词： high Refractive index measurement of dielectric samples using highly focused radially polarized light

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Stochastic Earned Duration Analysis for Project Schedule Management

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Engineering 2022年第2期8卷 148-161页

作者： Fernando Acebes David Poza Josémanuel González-Varona Adolfo l.pez-Paredes GIR INSISOC-Department of Business Organization and CIM School of Industrial EngineeringUniversity of ValladolidValladolid 47011Spain

Earned duration management(EDM)is a methodology for project schedule management(PSM)that can be considered an alternative to earned value management(EVM).EDM provides an estimation of devia-tions in schedule and a final project duration *** is a key difference between EDM and EVM:In EDM,the value of activities is expressed as work periods;whereas in EVM,value is expressed in terms of *** this paper,we present how EDM can be applied to monitor and control stochastic *** explain the methodology,we use a real case study with a project that presents a high level of uncertainty and activities with random *** analyze the usability of this approach according to the activities network topology and compare the EVM and earned schedule methodology(ESM)for PSM.

关键词： Earned duration management Earned value management Stochastic project control Duration forecasting Uncertainty

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BASKETBAll SCORING IN NBA GAMES:AN EXAMPlE OF COMPlEXITY

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Journal of Systems Science & Complexity 2013年第1期26卷 94-103页

作者： DE SA GUERRA Yves MARTíN GONZAlEZ Juan manuel SARMIENTO MONTESDEOCA Samuel RODRIGUEZ RUIZ David ARJONIllA l.pez Nieves GARCíA-MANSO Juan manuel Departament of Phisical Education University of Las Palmas de Gran Canaria Departament of Physics University of Las Palmas de Gran Canaria

Scoring in a basketball game is a highly dynamic, non-linear process. NBA teams try to be more and more competitive each season. For instance, they incorporate into their rosters the best players in the world. This and other mechanisms concur to make the scoring process in NBA games exciting and rarely predictable. This paper is to study the behavior of timing and scoring in basketball gaines. The authors analyze all the games in five NBA regular seasons （2005-06, 2006-07, 2007-08, 2008-09, 2009-10）, for a total of 6150 games. Scoring does not behave uniformly; therefore, the authors also analyze the distributions of the differences in points in the basketball games. To further analyze the behavior of the tail of the distribution, the authors also carry out a semilog-plot and a log-log plot to verify whether this trend approaches a Poisson distribution or a Pl. This paper reveals different areas of behavior related to the score, with specific instances of time that could be considered tipping points of the game. The presence of these critical points suggests that there are phase transitions where the dynamic scoring of the games varies significantly.

关键词： Complexity NBA non-linear Poisson power law.

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Removing contaminants from tannery wastewater by chemical precipitation using CaO and Ca(OH)2

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Chinese Journal of Chemical Engineering 2020年第4期28卷 1107-1111页

作者： Adriana Reyes-Serrano Joel El.pez-Alejo manuel AHernández-Cortázar Ignacio Elizalde Instituto Politécnico Nacional Centro Mexicano para la Producción más LimpiaCiudad de México 07340Mexico

The removal of Cr,sulfates and Chemical Oxygen Demand(COD)from industrial tannery wastewater by chemical precipitation was carried out using Calcium oxide(CaO)and Calcium hydroxide(Ca(OH)2).Different doses of alkalis,ranging from deficiency to excess hydroxyl species over the stoichiometric necessary,were used to remove theoretically the 100%of Cr[0.3-3.2 g alkali·(g Cr^3+)^-1].The precipitation was carried out at room temperature,10 min of vigorous stirring,200 r·min^-1 and a settling time of 24 h,followed by separation and characterization of liquid *** result of addition of alkalis,pH underwent increase as did the alkali *** removal of Cr,and sulfates also increased as alkali concentration did,although for first species the changes at higher alkali contents were less *** removal on the other hand,did not follow a unique trend,instead exhibited a *** on our results,selection of a specific dose of alkali was carried out taking as reference the efficiency on total chromium removal,keeping the pH in the range 7 to 9 to ensure Cr precipitation as chromium *** those conditions,jar test was used to produce enough liquid product in order to determine the removal percent of several other *** removal percent of the species was as follows:Cr,SO4^2-,ZnSO4,FeSO4,CN^-1,NiSO4,Fe2[Fe(CN)6]at 99.8%,66.9%,99.6%,21.4%,70.9%,52.8%and 76.4%with CaO,and 99.8%,61.6%,99.9%,7.1%,84.0%,54.4%and 90.5%with Ca(OH)2,respectively.

关键词： Tannery wastewater Alkali Removal Chromium Sulfates Synergistic effect

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Architectural graphics and the experience of space. Freehand drawing and photograph to deepen on communicative qualities in linear perspective

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Frontiers of Architectural Research 2023年第5期12卷 855-866页

作者： vicente l.pez-Chao Marıa Rodrıguez-Grela Architectural Graphics Department School of ArchitectureUniversidade da CorunaLa Coruna 15071Spain

Architecture communication on photo-sharing social networking services like Instagram focuses on ***,the conceptual intention or the experience of the architectural space has less impact in these *** architectural graphics techniques are closer to this purpose due to their *** main objective is to identify the visual qualities of the architectural space experience from a linear *** do this,the research proposes the design of a visual pattern recognition tool and applies it to pairs of images(photography and drawing)from the same *** results provide the strategy design based on five variables:the level of human presence,the distortion of perspective,the chromatic distortion,the overlay realism and the ***,the visual summaries lead to values that help to understand the communicative qualities of the experience of space due to their ability to compare main milestones of visual information.

关键词： Architecture Visual communication Storytelling Architectural design Conceptual representation Photography

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laparoscopic gastrojejunostomy for gastric outlet obstruction in patients with unresectable hepatopancreatobiliary cancers: A personal series and systematic review of the literature

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World Journal of Gastroenterology 2018年第18期24卷 1978-1988页

作者： Alba manuel-Vázquez Raquel latorre-Fragua Carmen Ramiro-Pérez Aylhin l.pez-Marcano Roberto De la Plaza-llamas José manuel Ramia Department of General and Digestive Surgery University Hospital of Guadalajara

The major symptoms of advanced hepatopancreaticbiliary cancer are biliary obstruction, pain and gastric outlet obstruction(GOO). For obstructive jaundice, surgical treatment should de consider in recurrent stent complications. The role of surgery for pain relief is marginal nowadays. On the last, there is no consensus for treatment of malignant GOO. Endoscopic duodenal stents are associated with shorter length of stay and faster relief to oral intake with more recurrent symptoms. Surgical gastrojejunostomy shows better long-term results and lower re-intervention rates, but there are limited data about laparoscopic approach. We performed a systematic review of the literature, according PRISMA guidelines, to search for articles on laparoscopic gastrojejunostomy for malignant GOO treatment. We also report our personal series, from 2009 to 2017. A review of the literature suggests that there is no standardized surgical technique either standardized outcomes to report. Most of the studies are case series, so level of evidence is low. Decisionmaking must consider medical condition, nutritional status, quality of life and life expectancy. Evaluation ofthe patient and multidisciplinary expertise are required to select appropriate approach. Given the limited studies and the difficulty to perform prospective controlled trials, no study can answer all the complexities of malignant GOO and more outcome data is needed.

关键词： Duodenal obstruction Gastrojejunostomy Gastroenterosmy Gastric outlet obstruction Gastric bypass laparoscopy laparoscopic surgery Sytematic review

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Frozen ground and periglacial processes relationship in temperate high mountains: a case study at Monte Perdido-Tucarroya area(The Pyrenees, Spain)

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Journal of Mountain Science 2020年第5期17卷 1013-1031页

作者： SERRANO Enrique l.pez-MORENO Juan Ignacio GóMEZ-lENDE manuel PISABARRO Alfonso MARTíN-MORENO Raúl RICO Ibai AlONSO-GONZálEZ Esteban Dept of GeographyUniversity of ValladolidValladolid 47011Spain Dept of Geoenvironmental Processes and Global ChangePyrenean Institute of EcologyZaragoza 50.080Spain Dept.Specific Didactics.Autonom University of Madrid.Madrid 28049Spain Dept of GeographyPrehistory and ArcheologyUniversity of the Basque CountryVitoria 01006Spain

Seasonally frozen ground,mountain permafrost and cryogenic geomorphological processes are important components of the Pyrenean high *** work presents the results of a study on the distribution of frozen ground in a marginal and paraglacial environment of temperate *** inventory was made of landforms and indicators of frozen ground,and frozen ground was mapped *** 2014 and 2016 ground temperatures and thermal regimes were monitored,basal temperatures of snow-cover(BTS)were measured and a thermal map was *** thermal behaviours were detected among different elevations and slope *** processes are the most widespread,in which frost weathering and nivation,together with gelifluction and cryoturbation,are the most efficient processes;the latter two are generally linked to the presence of frozen *** fall in air and ground temperatures with altitude,slope orientations,and snowpack thickness and evolution determine ground thermal *** the study area,three types of thermal regimes were established:climate-controlled,snowcover-controlled,and frozen *** frozen ground occurs across a broad range of elevation between 2650 and 3075 m asl,whereas possible permafrost only occurs above 2750 m asl.

关键词： Geomorphology Periglacial Seasonally frozen ground Mountain permafrost Pyrenees

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