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A New Hybrid SARFIMA-ANN Model for Tourism Forecasting

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Computers, Materials & Continua 2022年第6期71卷 4785-4801页

作者： Tanzila Saba Mirza Naveed Shahzad sonia Iqbal Amjad Rehman Ibrahim Abunadi Artificial Intelligence&Data Analytics Research Lab(AIDA) CCIS Prince Sultan UniversityRiyadh11586Saudi Arabia Department of Statistics University of GujratGujrat50700Pakistan Department of Statistics University of SialkotSialkot51310Pakistan

Many countries developed and increased greenery in their country sights to attract international *** planning is now significantly contributing to their *** next task is to facilitate the tourists by sufficient arrangements and providing a green and clean environment;it is only possible if an upcoming number of tourists’arrivals are accurately *** accurate prediction is not easy as empirical evidence shows that the tourists’arrival data often contains linear,nonlinear,and seasonal *** traditional model,like the seasonal autoregressive fractional integrated moving average(SARFIMA),handles seasonal trends with *** contrast,the artificial neural network(ANN)model deals better with nonlinear time *** get a better forecasting result,this study combines the merits of the SARFIMA and the ANN models and the purpose of the hybrid SARFIMA-ANN ***,we have used the proposed model to predict the tourists’arrival inNew Zealand,Australia,and *** results showed that the proposed hybrid model outperforms in predicting tourists’arrival compared to the traditional SARFIMA and ANN ***,these results can be generalized to predict tourists’arrival in any country or region with a complicated data pattern.

关键词： SARFIMA hybrid model tourists’arrival forecasting ANN

Lipid reserves and immune defense in healthy and diseased migrating monarchs Danaus plexippus

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Current Zoology 2013年第3期59卷 393-402页

作者： Dara A. SATTERFIELD Amy E. WRIGHT sonia ALTIZER Odum School of Ecology University of Georgia Athens GA 30602 USA

Recent studies suggest that the energetic demands of long-distance migration might lower the pool of resources available for costly immune defenses. Moreover, migration could amplify the costs of parasitism if animals suffering from para- site-induced damage or depleted energy reserves are less able to migrate long distances. We investigated relationships between long-distance migration, infection, and immunity in wild fall-migrating monarch butterflies Danaus plexippus. Monarchs migrate annually from eastern North America to central Mexico, accumulating lipids essential for migration and winter survival as they travel southward. Monarchs are commonly infected by the debilitating protozoan parasite Ophryocystis elektroscirrha （OE）. We collected data on lipid reserves, parasite loads, and two immune measures （hemocyte concentration and phenoloxidase activity） from wild monarchs migrating through north GA （USA） to ask whether （1） parasite infection negatively affects lipid reserves, and （2） greater investment in lipid reserves is associated with lower immune measures. Results showed that monarchs sampled later in the fall migration had lower but not significantly different immune measures and significantly higher lipid reserves than those sampled earlier. Lipid measures correlated negatively but only nearly significantly with one measure of immune defense （phenoloxidase activity） in both healthy and infected monarchs, but did not depend on monarch infection status or parasite load. These results provide weak support for a trade-off between energy reserves and immune defense in migrants, and suggest that previously-demonstrated costs of OE infection for monarch migration are not caused by depleted lipid reserves .

关键词： Butterfly Hemocytes Migration Neogregarine Infection Energy reserves

A pan-cancer fingerprint:common molecular denominators of the human tumor microenvironment

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Signal Transduction and Targeted Therapy 2021年第12期6卷 3371-3372页

作者： Susanna S.Ng sonia Leonardelli Michael Hölzel Institute of Experimental Oncology University Hospital BonnUniversity of Bonn53127 BonnGermany

In a recent study published in Cancer Cell,Bagaev et *** a pan-cancer tumor microenvironment(TME)classification that can be predictive of response to immune checkpoint inhibitor(ICI)therapy.1 The authors presented a detailed visualization that can be generated for each tumor,which combines the 29 functional gene expression signatures(Fges)used to subtype the TME with targetable genomic *** the compartments and pathways within the TME could aid decision-making in patient-specific treatment of cancer,especially in the context of immunotherapies.2 The increasing use of ICIs have shown promising clinical outcomes in several cancer ***,response to treatment is heterogenous and often results in immune-related adverse events.3 Therefore,efforts are focused on the development of prognostic tools to predict response to *** analysis of 468 melanoma patients resulted in grouping of the TME into four major subsets based on manually curated Fges.

关键词： cancer alterations

Primary pancreatic gastrointestinal stromal tumor

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Hepatobiliary & Pancreatic Diseases International 2021年第4期20卷 391-393页

作者： Whayoung Lee Xiaodong Li sonia Lee Vishal S Chandan Department of Pathology and Laboratory Medicine University of CaliforniaIrvineCA 92868USA Department of Radiological Sciences University of CaliforniaIrvineCA 92868USA

Gastrointestinal stromal tumor (GIST) arises from the interstitial cells of Cajal (ICC) and is the most common mesenchymal tumor of the gastrointestinal tract,accounting for approximately 1%-2%of all malignant gastroi... 详细信息

关键词： gastrointestinal stomach tumor

Stand-level biomass models for predicting C stock for the main Spanish pine species

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Forest Ecosystems 2021年第2期8卷 387-402页

作者： Ana Aguirre Miren del Río Ricardo Ruiz-Peinado sonia Condés Department of Natural Systems and Resources School of Forest Engineering and Natural ResourcesUniversidad Politécnica de MadridMadridSpain INIA Forest Research CenterDepartment of Forest Dynamics and ManagementMadridSpain iuFOR Sustainable Forest Management Research InstituteUniversity of Valladolid and INIAValladolidSpain

Background:National and international institutions periodically demand information on forest indicators that are used for global *** other aspects,the carbon accumulated in the biomass of forest species must be *** this purpose,one of the main sources of data is the National Forest Inventory(NFI),which together with statistical empirical approaches and updating procedures can even allow annual estimates of the requested ***:Stand level biomass models,relating the dry weight of the biomass with the stand volume were developed for the five main pine species in the Iberian Peninsula(Pinus sylvestris,Pinus pinea,Pinus halepensis,Pinus nigra and Pinus pinaster).The dependence of the model on aridity and/or mean tree size was explored,as well as the importance of including the stand form factor to correct model ***,the capability of the models to estimate forest carbon stocks,updated for a given year,was also ***:The strong relationship between stand dry weight biomass and stand volume was modulated by the mean tree size,although the effect varied among the five pine *** humidity,measured using the Martonne aridity index,increased the biomass for a given volume in the cases of Pinus sylvestris,Pinus halepensis and Pinus *** that consider both mean tree size and stand form factor were more accurate and less biased than those that do *** models developed allow carbon stocks in the main Iberian Peninsula pine forests to be estimated at stand level with biases of less than 0.2 Mg·ha^(-1).Conclusions:The results of this study reveal the importance of considering variables related with environmental conditions and stand structure when developing stand dry weight biomass *** described methodology together with the models developed provide a precise tool that can be used for quantifying biomass and carbon stored in the Spanish pine forests in specific years when no field data are available.

关键词： Martonne aridity index Dry weight biomass Carbon stock National Forest Inventory Peninsular pine forest Biomass expansion factor

Common Organic Amendment (Rice Straw) Can Reduce Salinity Effects on Bean (Phaseolus vulgaris ) Growth with or without Photoperiod Manipulation

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Maximal Inequalities for the Best Approximation Operator and Simonenko Indices

American Journal of Plant Sciences（美国植物学期刊） 2024年第6期 403页

作者： Shamima Jahan sonia Hossain

来源：博看期刊评论

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Analysis in Theory and Applications 2017年第3期33卷 253-266页

作者： sonia Acinas Sergio Favier Instituto de Matematica Aplicada San Luis IMASLUniversidad Nacional de San Luis and CONICETEjercito de los Andes 950D5700HHW San LuisArgentina Departamento de Matematica Facultad de Ciencias Exactas y NaturalesUniversidad Nacional de La PampaL6300CLB Santa RosaLa PampaArgentina Departamento de Matematica Universidad Nacional de San LuisD5700HHW San LuisArgentina

In an abstract set up, we get strong type inequalities in L^p＋1 by assuming weak or extra-weak inequalities in Orlicz spaces. For some classes of functions, the number p is related to Simonenko indices. We apply the results to get strong inequal- ities for maximal functions associated to best Ф-approximation operators in an Orlicz space L^Ф.

关键词： Simonenko indices maximal inequalities best approximation.

Physicochemical conditions in affecting the distribution of spring phytoplankton community

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Chinese Journal of Oceanology and Limnology 2017年第6期35卷 1342-1361页

作者：魏玉秋刘海娇张晓东薛冰 MUNIR sonia 孙军 College of Marine and Environmental Sciences Tianjin University of Science and Technology Tianjin 300457 China Tianjin Key Laboratory of Marine Resources and Chemistry Tianjin University of Science and Technology Tianjin 300457 China Institute of Marine Science and Technology Shandong University Jinan 250110 China

To better understand the physicochemical conditions in af fecting regional distribution of phytoplankton community, one research cruise was carried out in the Bohai Sea and Yellow Sea during 3 rd and 23 th May, 2010. The phytoplankton community, including Bacillariophyta(105 taxa), Pyrrophyta(54 taxa), Chrysophyta(1 taxon) and Chlorophyta(2 taxa), had been identified and clearly described from six ecological provinces. And, the six ecological provinces were partitioned based on the top twenty dominant species related with notable physicochemical parameters. In general, the regional distributions of phytoplankton ecological provinces were predominantly influenced by the physicochemical properties induced by the variable water masses and circulations. The predominant diatoms in most of water samples showed well adaptability in turbulent and eutrophic conditions. However, several species of dinoflagellates e.g., Protoperidinium conicum, Protoperidinium triestinum, Protoperidinium sp. and Gymnodinium lohmanni preferred warmer, saltier and nutrient-poor environment. Moreover, the dinoflagellates with high frequency in the Yellow Sea might be transported from the Yellow Sea Warm Current. The horizontal distribution of phytoplankton was depicted by diatoms and controlled by phosphate concentration, while the vertical distribution was mainly supported by light and nutrients availability in the subsurface and bottom layers, respectively.

关键词： phytoplankton physicochemical conditions ecological provinces Bohai Sea Yellow Sea

Laparoscopic management of a giant mucinous benign ovarian mass weighing 10150 grams:A case report

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World Journal of Clinical Cases 2020年第16期8卷 3527-3533页

作者： Elisabetta Sanna Clelia Madeddu Luca Melis sonia Nemolato Antonio Macciò Department of Gynecologic Oncology Azienda Ospedaliera BrotzuCagliari 09100Italy Department of Medical Sciences and Public Health University of CagliariMonserrato 09042Italy Department of Nuclear Medicine Azienda Ospedaliera BrotzuCagiari 09100Italy Department of Pathology Azienda Ospedaliera BrotzuCagliari 09100Italy

BACKGROUND Giant ovarian cysts(≥15 cm in diameter)are *** size limit of cysts and the methodology for a safe and successful minimally invasive surgery has not been *** we report a case of a large 10-kg multi-locular ovarian mass,which was successfully laparoscopically removed:Our aim was to innovate the surgical practice in this field by providing a safe,effective,and minimally invasive management method for such complex and rare *** SUMMARY A 49-year-old nulliparous woman presented with abdominal distension,lasting from six Mo prior to admission;she reported worsening abdominal pain,abdominal swelling,and mild *** showed a presumed benign multi-locular(>10 locules)left ovarian cyst that measured about 30 cm in *** on the IOTA-ADNEX model the mass had a 27.5%risk of being a borderline or malignant *** patient was successfully treated via a direct laparoscopic approach with salpingo-oophorectomy,followed by the external drainage of the *** spillage was successfully avoided during this *** final volume of the drained mucinous content was 8950 L;the cyst wall,extracted through the minilaparotomy,weighed about 1200 *** pathologic gross examination revealed a 24 cm×15 cm×10 cm mass;the histologic examination diagnosed a mucinous *** our knowledge,this is the first case of a giant multi-locular ovarian cyst treated with a direct laparoscopy with salpingo-oophorectomy followed by external *** Choosing the appropriate technique and surgeon skill are necessary for a safe and effective minimally-invasive approach of unique cases involving giant ovarian cysts.

关键词： Giant ovarian cyst Minimally-invasive surgery Laparoscopy Benign ovarian mass Spillage Case report