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Analysis of forest cover change at Khadimnagar National Park, Sylhet,Bangladesh, using Landsat TM and GIS data

Journal of Forestry Research 2014年第2期25卷 393-400页

作者： Mohammad Redowan Sharmin Akter nusrat islam Department of Forestry and Environmental Science School of Agriculture and Mineral SciencesShahjalal University of Science and Technology

We mapped the forest cover of Khadimnagar National Park （KNP） of Sylhet Forest Division and estimated forest change over a period of 22 years （1988-2010） using Landsat TM images and other GIS data. Supervised classification and Normalized Difference Vegetation Index （NDVI） image classification approaches were applied to the images to produce three cover classes, viz. dense forest, medium dense forest, and bare land. The change map was produced by differencing classified imageries of 1988 and 2010 as before image and after image, respectively, in ERDAS IMAGINE. Error matrix and kappa statistics were used to assess the accuracy of the produced maps. Overall map accuracies resulting from supervised classification of 1988 and 2010 imageries were 84.6% （Kappa 0.75） and 87.5% （Kappa 0.80）, respec- tively. Forest cover statistics resulting from supervised classification showed that dense forest and bare land declined from 526 ha （67%） to 417 ha （59%） and 105 ha （13%） to 8 ha （1%）, respectively, whereas medium dense forest increased from 155 ha （20%） to 317 ha （40%）. Forest cover change statistics derived from NDVI classification showed that dense forest declined from 525 ha （67%） to 421 ha （54%） while medium dense forest increased from 253 ha （32%） to 356 ha （45%）. Both supervised and NDVI classification approaches showed similar trends of forest change, i.e. decrease of dense forest and increase of medium dense forest, which indicates dense forest has been converted to medium dense forest. Area of bare land was unchanged. Illicit felling, encroachment, and settlement near forests caused the dense forest decline while short and long rotation plantations raised in various years caused the increase in area of medium dense forest. Protective measures should be undertaken to check further degradation of forest at KNP.

关键词： forest cover Landsat TM supervised classification NDVI,change statistics error matrix

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Machine Fault Diagnosis Using Audio Sensors Data and Explainable AI Techniques-LIME and SHAP

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Computers, Materials & Continua 2024年第9期80卷 3463-3484页

作者： Aniqua nusrat Zereen Abir Das Jia Uddin School of Data and Sciences Brac UniversityDhaka1212Bangladesh JW KIM College of Future Studies Endicott CollegeWoosong UniversityDaejeon300-718Republic of Korea AI and Big Data Department Endicott CollegeWoosong UniversityDaejeon300-718Republic of Korea

Machine fault diagnostics are essential for industrial operations,and advancements in machine learning have significantly advanced these systems by providing accurate predictions and expedited *** learning models,especially those utilizing complex algorithms like deep learning,have demonstrated major potential in extracting important information fromlarge operational *** their efficiency,machine learningmodels face challenges,making Explainable AI(XAI)crucial for improving their understandability and *** importance of feature contribution and selection using XAI in the diagnosis of machine faults is examined in this *** technique is applied to evaluate different machine-learning *** Gradient Boosting,Support Vector Machine,Gaussian Naive Bayes,and Random Forest classifiers are used alongside Logistic Regression(LR)as a baseline model because their efficacy and simplicity are evaluated thoroughly with empirical *** XAI is used as a targeted feature selection technique to select among 29 features of the time and frequency *** XAI approach is lightweight,trained with only targeted features,and achieved similar results as the traditional *** accuracy without XAI on baseline LR is 79.57%,whereas the approach with XAI on LR is 80.28%.

关键词： Explainable AI feature selection machine learning machine fault diagnosis

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Textile dyeing wastewater negatively influences the hematological profile and reproductive health of male Swiss albino mice

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Asian pacific Journal of Reproduction 2024年第4期13卷 169-177页

作者： Taimur islam nusrat Binte Rafique Mohosina Mou Dipu Roy Robius Sani Sadi Ziban Chandra Das Anup Kumar Talukder Minhaz Ahmed Mizanur Rahman Golam Haider Department of Pathobiology Bangabandhu Sheikh Mujibur Rahman Agricultural UniversityGazipur 1706Bangladesh Department of Gynecology Obstetrics and Reproductive HealthBangabandhu Sheikh Mujibur Rahman Agricultural UniversityGazipur 1706Bangladesh Department of Agroforestry and Environment Bangabandhu Sheikh Mujibur Rahman Agricultural UniversityGazipur 1706Bangladesh Department of Physiology and Pharmacology Bangabandhu Sheikh Mujibur Rahman Agricultural UniversityGazipur 1706Bangladesh

Objective:To determine the effects of textile dyeing industrial wastewater on the hematological parameters and reproductive health including histoarchitecture of male gonad(testes)of ***:Twenty-four Swiss albino mice at 4-weeks old were divided into four groups(n=6 per group).Mice of group 1 supplied with normal drinking water were served as the control *** of group 2,3 and 4 were supplied normal drinking water mixed with textile dyeing wastewater at 5%,10% and 20% concentration,*** completing 24 weeks of treatment,different hematological profile,weight of testes,gonadosomatic index(GSI),sperm concentration and morphology were ***,histopathological changes in testes were ***:Hematocrit value and hemoglobin concentrations were decreased in all groups of wastewater-treated mice compared to the control ***,weight of testes,GSI and sperm concentration were decreased significantly in wastewater-treated mice in comparison to the control *** percentage of morphologically healthy epididymal sperm was significantly reduced in wastewater-treated *** examination revealed degenerative changes in seminiferous tubules,a smaller number of spermatogenic cells,elongation of seminiferous tubules and degenerative changes of seminiferous tubules in wastewater-treated ***:Textile dyeing wastewater has harmful effects on hematological profile and reproductive health of male mice.

关键词： Textile dyeing wastewater Gonads Hematology Histopathology Mice

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Pyomyoma as a Complication of Uterine Artery Embolization (A Case Report)

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Open Journal of Obstetrics and Gynecology 2024年第1期14卷 29-35页

作者： Abrar Tooq Layla Rafeei nusrat Kazi Safa Hussain Mohamed Al-Tabban Mariam Mahmood Salmanyia Medical Complex Manama Bahrain

Pyomoyoma is a rare complication of Uterine Artery Embolization (UAE). This case report reflects on this condition. A 45-year-old female, a known case of adenomyosis, presented with intermittent fever and foul vaginal discharge. These symptoms occurred shortly after the patient underwent UAE for menorrhagia secondary to adenomyosis. Computed tomography scan of the abdomen and pelvis aided in the diagnosis of Pyomyoma secondary to UAE. After a trial of broad spectrum antibiotics and Suction and Evacuation of the uterus had little to no help in the patient’s condition, she underwent Total Abdominal Hysterectomy in which a big, organized pus collection was removed from the uterus. Conclusion: Pyomyoma should be considered in the differentials for patients presenting with fever and vaginal discharge post UAE.

关键词： Pyomyoma Uterine Artery Embolization Adenomyosis

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Structural and Functional Annotation of Hypothetical Protein of Fusobacterium nucleatum Strain MJR7757B: An in Silico Approach

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Computational Molecular Bioscience 2024年第1期14卷 17-33页

作者： Md. Isrfil Hossen Fouzia Mostafa nusrat Jahan Jannatul Ferdaus Amgad Albahi Sayed Mashequl Bari College of Food Science and Technology Huazhong Agricultural University Wuhan China Department of Crop Science and Technology Rajshahi University Rajshahi Bangladesh Abdul Malek Ukil Medical College Noakhali Bangladesh Department of Medicine IBN Sina Medical College Dhaka Bangladesh National Food Research Centre Khartoum Sudan Department of Aquatic Animal Health Management Sher-e-Bangla Agricultural University Dhaka Bangladesh

Fusobacterium nucleatum is an anaerobic, commensal, gram-negative oral bacterium that is carcinogenic and causes a wide range of human diseases. The present study focused on the analysis of the hypothetical protein, HMPREF3221_01179, derived from F. nucleatum strain MJR7757B, employing various computational methods to anticipate both its structure and functional characteristics. NCBI conserved domain analysis, NCBI BLASTp and MEGA Phylogenetic tree study characterize the target protein as an outer membrane efflux protein (ToIC family) which facilitate the bacterial transmembrane transport. With a molecular weight of 52120.02 Da, an isoelectric point (pI) of 8.33, and an instability index of 29.47, the protein is anticipated to exhibit good solubility in the extracellular space and crucial stability for pharmaceutical applications. The protein’s structure meets quality standards during the construction and refinement of its 3D model. The efflux inhibitor Arginine beta-naphthylamide exhibits a significant binding affinity (-7.1 kcal/mol) to the binding site of the target protein. The in-silico analysis improves the understanding of the protein and facilitates future investigations into therapeutic medication.

关键词： Fusobacterium nucleatum In Silico Bacteria Hypothetical Protein Molecular Docking

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Pharmacokinetics and Bioequivalence of Dienogest in Healthy Bangladeshi Female Volunteers: An Open-Label, Single-Dose, Randomized, Two-Way Crossover Study

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Open Journal of Obstetrics and Gynecology 2024年第5期14卷 779-789页

作者： nusrat Mahmud Nafisa Ahamed Uttom Kumar Bhowmik Sabrina Akter Tushi Nayan Ghosh Nithon Chandra Sahana Arifa Akram Md. Alimur Reza BIRDEM General Hospital Dhaka Bangladesh Medical College for Women & Hospital Dhaka Bangladesh Novus Clinical Research Services Ltd. Dhaka Bangladesh National Institute of Laboratory Medicine & Referral Centre (NILMRC) Dhaka Bangladesh

Background: Dienogest is a potential treatment for pelvic pain associated with endometriosis, a condition of significant concern in gynaecology. The current study was conducted as a crossover-randomized bioequivalence assessment of two oral Dienogest 2 mg formulations, aiming to provide valuable insights for healthcare professionals and researchers in this field. Objective: The primary aim of this research was to evaluate and compare the pharmacokinetic characteristics of Dienogest 2 mg tablets. Dinogest (Dienogest 2 mg) tablets, manufactured by Nuvista Pharma Limited in Bangladesh, and Visanne (Dienogest 2 mg) tablets, manufactured by Bayer Pharma in Germany, were the test and reference formulations, respectively. Materials and Method: The study was an open-label, balanced, randomized, two treatments, two sequences, two periods, two-way crossover, laboratory blind, single oral dose bioequivalence study conducted in healthy adult females under fasting conditions. The study was carried out on 13 healthy, non-pregnant female subjects, and all the subjects completed both study periods with a 15-day washout in between. Randomization was used to assign the test and reference formulations to the subjects. Following each oral administration, a series of blood samples were obtained at different time intervals from pre-dose to 72 hours post-dose and analyzed for Dienogest concentrations using a validated bio-analytical method. A standard non-compartmental model was used to analyze the pharmacokinetic parameters. The primary pharmacokinetic parameters were peak plasma drug concentration (Cmax), the area under the plasma concentration-time curve from time zero to time t (AUC0–t), and AUC from t = 0 to infinity (AUC0–∞). The other PK parameters included time to reach Cmax (Tmax), terminal elimination rate constant (Kel), and half-life (t1/2). Result: The ratios and 90% CI for the geometric mean test/re

关键词： Dienogest Bioequivalence Study Endometriosis Novus CRSL

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Incorporating the mutational landscape of SARS-COV-2 variants and case-dependent vaccination rates into epidemic models

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Infectious Disease Modelling 2022年第2期7卷 75-82页

作者： Mohammad Mihrab Chowdhury Md Rafiul islam Md Sakhawat Hossain nusrat Tabassum Angela Peace Department of Mathematics and Statistics Texas Tech UniversityLubbockTXUSA Department of Mathematics Iowa State UniversityAmesIAUSA

Coronavirus Disease(COVID-19),which began as a small outbreak in Wuhan,China,in December 2019,became a global pandemic within months due to its high *** the absence of pharmaceutical treatment,various non-pharmaceutical interventions(NPIs)to contain the spread of COVID-19 brought the entire world to a *** almost a year of seemingly returning to normalcy with the world's quickest vaccine development,the emergence of more infectious and vaccine resistant coronavirus variants is bringing the situation back to where it was a year *** the light of this new situation,we conducted a study to portray the possible scenarios based on the three key factors:impact of interventions(pharmaceutical and NPIs),vaccination rate,and vaccine *** our study,we assessed two of the most crucial factors,transmissibility and vaccination rate,in order to reduce the spreading of COVID-19 in a simple but effective *** order to incorporate the time-varying mutational landscape of COVID-19 variants,we estimated a weighted transmissibility composed of the proportion of existing strains that naturally vary over ***,we consider time varying vaccination rates based on the number of daily new *** method for calculating the vaccination rate from past active cases is an effective approach in forecasting probable future scenarios as it actively tracks people's attitudes toward immunization as active case *** simulations show that if a large number of individuals cannot be vaccinated by ensuring high efficacy in a short period of time,adopting NPIs is the best approach to manage disease transmission with the emergence of new vaccine breakthrough and more infectious variants.

关键词： Break-through variants Waning immunity Reinfection Non-pharmaceutical interventions(NPIs) Vaccination rate

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Nutritional quality and safety aspects of wild vegetables consume in Bangladesh

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Asian Pacific Journal of Tropical Biomedicine 2016年第2期6卷 125-131页

作者： Miah Mohammed Abdus Satter Mohammed Murtaza Reza Linkon Khan Syeda Absha Jabin nusrat Abedin Mohammed Faridul islam Badhan Shaha Institute of Food Science and Technology Bangladesh Council of Scientific and Industrial Research (BCSIR) Department of Food Science and Technology Moulana Bhasani University BCSIR Laboratories Dhaka Bangladesh Council of Scientific and Industrial Research (BCSIR)

Objective: To evaluate the nutritional composition, including major minerals, essential trace elements and toxic heavy metals of five different wild vegetables Dhekishak(Dryopteris filix-mas), Helencha(Enhydra fluctuans), Kalmishak(Ipomoea aquatica),Patshak(Corchorus capsularis) and Shapla stem(Nymphaea stellata) and their safety ***: Proximate parameters moisture, ash, fat, fiber, protein, carbohydrate and energy; major minerals Na, K, Ca and Mg; trace elements Fe, Zn and Cu; and toxic heavy metals Pb, Cd, Cr, Ni and Hg were evaluated in the selected wild vegetables using the standard food analysis ***: The results from nutritional analysis showed that all the wild vegetables used in this study had a low content of crude fat and high content of moisture, ash, crude protein,crude fiber, carbohydrate and energy having the recommended dietary allowances. The vegetables were also rich in major minerals Na, K, Ca and Mg, sufficient in essential trace elements Fe, Cu and Zn while the heavy metals Pb, Cr and Ni were detected higher in amount in all the vegetables except Patshak than the limits recommended by Food and Agriculture Organization/World Health Organization. The heavy metals Cd and Hg were not detected in any ***: The outcome of this study suggests that the wild vegetables have very good nutritional potential to meet the recommended dietary allowances, but special awareness should be taken for public health concern about the high level of Pb, Cr and Ni which exceed the Food and Agriculture Organization/World Health Organization recommended limits for the metals in vegetables.

关键词： Wild vegetables Nutritional quality Mineral contents Heavy metals Safety aspects

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Origin of trondhjemite and albitite at the expense of A-type granite,Aravalli orogen, India:Evidence from new metasomatic replacement fronts

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Geoscience Frontiers 2019年第5期10卷 1891-1913页

作者： Parampreet Kaur Naveen Chaudhri nusrat Eliyas Centre of Advanced Study in Geology Panjab University

The A-type Harsora-Dadikar granites in the Alwar complex of northern Aravalli orogen,NW India provide evidence for subsolidus-requilibration of *** record three new discrete stages of albitisation,producing trondhjemite and albitite sequentially at the expense of original ***-I metasomatism deanorthised the magmatic oligoclase and transformed the grey least-albitised granite to pinkish grey microcline-oligoclase ***-II converted the latter to trondhjemite by replacement of microcline to ***-III metasomatism led to the formation of albitite/albite granite from trondhjemite,where the metasomatically formed oligoclase was replaced by *** stage of metasomatism resulted in nearly complete disappearance of amphibole and biotite,producing a monomineralic rock (albitite),which is consistent with Korzhinskii theory of infiltration *** reaction fronts delineating the Stage-II and Stage-III are sharp and easily discernible by their prominent color differences in Harsora on the outcrop ***,the mineral transformations during three stages are manifested by the differential gains/losses in Na,K,Ca,Rb,Ba,Sr,Fe and *** formation of albite,Cl-rich marialitic scapolite and Cl-rich amphibole in the albitised granites are suggestive of Naand Cl-brines as the metasomatising *** fluid-rock interactions,which can significantly transform the pristine mineralogy of granitoids,should be carefully considered to avoid any misinterpretations about their petrological history.

关键词： Albitisation A-type granite Trondhjemite Albitite Alwar complex NW India

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Lacunary Generating Functions of Hybrid Type Polynomials in Viewpoint of Symbolic Approach

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Computer Modeling in Engineering & Sciences 2022年第2期130卷 903-921页

作者： nusrat Raza Umme Zainab Serkan Araci Mathematics Section Women’s CollegeAligarh Muslim UniversityAligarh202002India Department of Mathematics AligarhMuslim UniversityAligarh202002India Department of Economics Faculty of EconomicsAdministrative of Social SciencesHasan Kalyoncu UniversityGaziantepTR-27410Turkey

In this paper,we introduce mon-symbolic method to obtain the generating functions of the hybrid class of Hermite-associated Laguerre and its associated *** obtain the series definitions of these hybrid special ***,we derive the double lacunary generating functions of the Hermite-Laguerre polynomials and the Hermite-Laguerre-Wright ***,we find multiplicative and derivative operators for the Hermite-Laguerre-Wright polynomials which helps to find the symbolic differential equation of the Hermite-Laguerre-Wright *** concluding remarks are also given.

关键词： Hermite-laguerre polynomials laguerre-wright polynomials hermite-laguerre-wright polynomials hermite-mittag-leffler functions

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