LabID-base/OpenAlex-Afillation huggingface dataset:
Technological trajectories in the circular economy: Evidence from patent networks and patent portfolios
Year: 2025
Type: article
Language: en
Topic: Sustainable Supply Chain Management
Authors and affiliations:
raw_author_name: Enrico Alessandri
raw_affiliation_strings: Department of Statistical Sciences “Paolo Fortunati”, University of Bologna, Via Belle Arti, 41, Bologna, Italy
raw_author_name: Riccardo Cappelli
raw_affiliation_strings: Department of Economics and Social Sciences, Marche Polytechnic University, Piazzale Martelli Raffaelli, 8, Ancona, Italy
raw_author_name: Marco Cucculelli
raw_affiliation_strings: Department of Economics and Social Sciences, Marche Polytechnic University, Piazzale Martelli Raffaelli, 8, Ancona, Italy
raw_author_name: Jasmine Mondolo
raw_affiliation_strings: Department of Economics and Social Sciences, Marche Polytechnic University, Piazzale Martelli Raffaelli, 8, Ancona, Italy
Circadian rhythm disruption and immunometabolic dysregulation in cancer: rethinking chronotherapy in precision oncology
Year: 2025
Type: article
Language: en
Topic: Circadian rhythm and melatonin
Authors and affiliations:
raw_author_name: Syeda Tayyaba
raw_affiliation_strings: Department of Medicine, Azad Jammu and Kashmir Medical College, Muzaffrabad, Pakistan
raw_author_name: Umair Ali
raw_affiliation_strings: Department of Pharmacy, University of Swabi, Swabi, Pakistan
raw_author_name: Muhammad Ijaz Khan
raw_affiliation_strings: Department of Pharmacy, University of Swabi, Swabi, Pakistan
raw_author_name: Iman Osman Abufatima
raw_affiliation_strings: Faculty of Medicine, University of Medical Sciences and Technology, Khartoum, Sudan
Applications of metal enhanced fluorescence for the detection and quantification of extracellular vesicles
Year: 2025
Type: article
Language: en
Topic: Extracellular vesicles in disease
Authors and affiliations:
raw_author_name: Isabella Walker
raw_affiliation_strings: College of Engineering, University of Guelph, Guelph, Ontario N1G2W1, Canada
raw_author_name: Huiyan Li
raw_affiliation_strings: College of Engineering, University of Guelph, Guelph, Ontario N1G2W1, Canada. Electronic address: huiyanli@uoguelph.ca
Reinforcement of pea protein isolate gels through NaCl-assisted pea protein fibril formation at acidic pH
Year: 2025
Type: article
Language: en
Topic: Proteins in Food Systems
Authors and affiliations:
raw_author_name: Parisa Eslami
raw_affiliation_strings: Department of Chemical and Biological Engineering, Monash University, Clayton, VIC 3800, Australia
raw_author_name: Kevin Hutomo Putera
raw_affiliation_strings: Department of Chemical and Biological Engineering, Monash University, Clayton, VIC 3800, Australia
raw_author_name: Andrew J. Clulow
raw_affiliation_strings: Australian Synchrotron, ANSTO, 800 Blackburn Road, Clayton, VIC 3168, Australia
raw_author_name: Simon Crawford
raw_affiliation_strings: Monash Ramaciotti Cryo EM Facility, Monash University, Clayton, VIC 3168, Australia
raw_author_name: Gareth H. McKinley
raw_affiliation_strings: Hatsopoulos Microfluids Laboratory, Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, United States
raw_author_name: Victoria S. Haritos
raw_affiliation_strings: Department of Chemical and Biological Engineering, Monash University, Clayton, VIC 3800, Australia
raw_author_name: Leonie van ‘t Hag
raw_affiliation_strings: Department of Chemical and Biological Engineering, Monash University, Clayton, VIC 3800, Australia
How Anonymity Affects Peer Evaluations under Peer-Based Ranking Incentive Systems
Year: 2025
Type: article
Language: en
Topic: Experimental Behavioral Economics Studies
Authors and affiliations:
raw_author_name: Thorsten Knauer
raw_affiliation_strings: Ruhr-University Bochum
raw_author_name: Svenja Marsula
raw_affiliation_strings: Ruhr-University Bochum
raw_author_name: Sandra Winkelmann
raw_affiliation_strings: Ruhr-University Bochum
Comparison of different vegetation indices for estimating vegetation changes and analyzing driving factors in a semi-arid area, China
Year: 2025
Type: article
Language: en
Topic: Remote Sensing in Agriculture
Authors and affiliations:
raw_author_name: Yutao Ma
raw_affiliation_strings: Center for Remote Sensing of Ecological Environments in Cold and Arid Regions, Lanzhou University, Lanzhou, 730000, China
Key Laboratory of Western China’s Environmental Systems (Ministry of Education), College of Earth and Environmental Sciences, Lanzhou University, Lanzhou, 730000, China
raw_author_name: Jie Gong
raw_affiliation_strings: Center for Remote Sensing of Ecological Environments in Cold and Arid Regions, Lanzhou University, Lanzhou, 730000, China
Key Laboratory of Western China’s Environmental Systems (Ministry of Education), College of Earth and Environmental Sciences, Lanzhou University, Lanzhou, 730000, China
raw_author_name: Tiantian Jin
raw_affiliation_strings: Center for Remote Sensing of Ecological Environments in Cold and Arid Regions, Lanzhou University, Lanzhou, 730000, China
Key Laboratory of Western China’s Environmental Systems (Ministry of Education), College of Earth and Environmental Sciences, Lanzhou University, Lanzhou, 730000, China
raw_author_name: Tianyu Xu
raw_affiliation_strings: Center for Remote Sensing of Ecological Environments in Cold and Arid Regions, Lanzhou University, Lanzhou, 730000, China
Key Laboratory of Western China’s Environmental Systems (Ministry of Education), College of Earth and Environmental Sciences, Lanzhou University, Lanzhou, 730000, China
raw_author_name: Guobin Kan
raw_affiliation_strings: Center for Remote Sensing of Ecological Environments in Cold and Arid Regions, Lanzhou University, Lanzhou, 730000, China
Key Laboratory of Western China’s Environmental Systems (Ministry of Education), College of Earth and Environmental Sciences, Lanzhou University, Lanzhou, 730000, China
Nutritional Interventions in Head and Neck Cancer Patients Undergoing Chemoradiotherapy: A Systematic Review and Meta-Analysis
Year: 2025
Type: article
Language: en
Topic: Nutrition and Health in Aging
Authors and affiliations:
raw_author_name: Sneha Patnaik
raw_affiliation_strings: Department of Healthcare Administration, Asia University, Taichung 413305, Taiwan
raw_author_name: Jiun-Yi Wang
raw_affiliation_strings: Department of Healthcare Administration, Asia University, Taichung 413305, Taiwan
Department of Medical Research, China Medical University Hospital, China Medical University, Taichung 404333, Taiwan
raw_author_name: Fawziyyah Usman Sadiq
raw_affiliation_strings: Department of Healthcare Administration, Asia University, Taichung 413305, Taiwan
raw_author_name: Khemraj Sharma
raw_affiliation_strings: International Relations Office, Kalinga Institute of Industrial Technology-DU, Bhubaneswar 751024, India
Consensus-based GIS–MCDM model for hydrogen infrastructure in Southern Marmara, Türkiye
Year: 2025
Type: article
Language: en
Topic: Hybrid Renewable Energy Systems
Authors and affiliations:
raw_author_name: Metin Gül
raw_affiliation_strings: Department of Electrical and Energy, Balıkesir Vocational School, Balıkesir University, 10145, Balıkesir, Türkiye
Renewable Energy Research and Application Center, Balıkesir University, 10145, Balıkesir, Türkiye
raw_author_name: Ersin Akyüz
raw_affiliation_strings: Department of Electrical and Electronics Engineering, Faculty of Engineering, Balıkesir University, 10145, Balıkesir, Türkiye
Renewable Energy Research and Application Center, Balıkesir University, 10145, Balıkesir, Türkiye
Experimental deconvolution of electrode resistances of a Ni-CGO-based electrolyte-supported cell via symmetrical cell testing
Year: 2025
Type: article
Language: en
Topic: Advancements in Solid Oxide Fuel Cells
Authors and affiliations:
raw_author_name: Albert Lopez de Moragas
raw_affiliation_strings: Technical University of Denmark, Department of Energy Conversion and Storage (DTU Energy), Denmark
raw_author_name: Sanskar Vaishnav
raw_affiliation_strings: Technical University of Denmark, Department of Energy Conversion and Storage (DTU Energy), Denmark
raw_author_name: Yun Xie
raw_affiliation_strings: Technical University of Denmark, Department of Energy Conversion and Storage (DTU Energy), Denmark
raw_author_name: Julian Taubmann
raw_affiliation_strings: Technical University of Denmark, Department of Energy Conversion and Storage (DTU Energy), Denmark
raw_author_name: Chen-Yu Tsai
raw_affiliation_strings: Sunfire SE, Dresden, Germany
raw_author_name: Ming Chen
raw_affiliation_strings: Technical University of Denmark, Department of Energy Conversion and Storage (DTU Energy), Denmark
Defining habitat scenarios to integrate non-target arthropod relevance into landscape-based environmental risk assessment: A proof of concept
Year: 2025
Type: article
Language: en
Topic: Insect-Plant Interactions and Control
Authors and affiliations:
raw_author_name: Daniel Paredes
raw_affiliation_strings: Department of Life Sciences, Centre for Functional Ecology, Associated Laboratory TERRA, University of Coimbra, Coimbra, Portugal
Department of Plant Biology, Ecology and Earth Science, University of Extremadura, Avd. Elvas s/n, 06006, Badajoz, Spain
raw_author_name: Leo Bürger
raw_affiliation_strings: Systems Science Group, Osnabrück University, Albrechtstr 28, 49076 Osnabrück, Germany
raw_author_name: Artur Sarmento
raw_affiliation_strings: Department of Life Sciences, Centre for Functional Ecology, Associated Laboratory TERRA, University of Coimbra, Coimbra, Portugal
raw_author_name: Grzegorz Sowa
raw_affiliation_strings: School of Biosciences, University of Sheffield, Sheffield S10 2TN, UK
raw_author_name: António Alves da Silva
raw_affiliation_strings: Department of Life Sciences, Centre for Functional Ecology, Associated Laboratory TERRA, University of Coimbra, Coimbra, Portugal
raw_author_name: Fernando Alvárez
raw_affiliation_strings: European Food Safety Authority, Parma, PR, Italy
raw_author_name: Alessio Ippolito
raw_affiliation_strings: European Food Safety Authority, Parma, PR, Italy
raw_author_name: Steven Droge
raw_affiliation_strings: Team Environmental Risk Assessment, Wageningen Environmental Research, Wageningen University and Research, Wageningen, the Netherlands
raw_author_name: Andreas Focks
raw_affiliation_strings: Systems Science Group, Osnabrück University, Albrechtstr 28, 49076 Osnabrück, Germany
raw_author_name: Lorraine Maltby
raw_affiliation_strings: School of Biosciences, University of Sheffield, Sheffield S10 2TN, UK
raw_author_name: Louise Wipfler
raw_affiliation_strings: Team Environmental Risk Assessment, Wageningen Environmental Research, Wageningen University and Research, Wageningen, the Netherlands
raw_author_name: Jose Paulo Sousa
raw_affiliation_strings: Department of Life Sciences, Centre for Functional Ecology, Associated Laboratory TERRA, University of Coimbra, Coimbra, Portugal
Unravelling the interaction between feeding regimens and milking time in Parmigiano Reggiano PDO milk: an integrated metabolomics and ion mobility lipidomics approach
Year: 2025
Type: article
Language: en
Topic: Milk Quality and Mastitis in Dairy Cows
Authors and affiliations:
raw_author_name: Pier Paolo Becchi
raw_affiliation_strings: Department for Sustainable Food Process, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy. Electronic address: pierpaolo.becchi@unicatt.it
raw_author_name: Gabriele Rocchetti
raw_affiliation_strings: Department of Animal Science, Food and Nutrition, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy
raw_author_name: Federico Froldi
raw_affiliation_strings: Department of Animal Science, Food and Nutrition, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy
raw_author_name: Samantha Sigolo
raw_affiliation_strings: Department of Animal Science, Food and Nutrition, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy
raw_author_name: Antonio Gallo
raw_affiliation_strings: Department of Animal Science, Food and Nutrition, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy
raw_author_name: Luigi Lucini
raw_affiliation_strings: Department for Sustainable Food Process, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy; Institute of Bioimaging and Complex Biological Systems, National Research Council (CNR), Via Fratelli Cervi 93, 20054, Milan, Italy
Indigenous AI Futures: Uncle Chatty Gee, Aunty Lexi, and Algorithmic Settler Colonialism
Year: 2025
Type: article
Language: en
Topic: Indigenous Health, Education, and Rights
Authors and affiliations:
raw_author_name: Tamika Worrell
raw_affiliation_strings: Macquarie University
raw_author_name: Bronwyn Carlson
raw_affiliation_strings: Macquarie University
From single step hops to emergent biological phenomena
Year: 2025
Type: article
Language: en
Topic: Photochemistry and Electron Transfer Studies
Authors and affiliations:
raw_author_name: Andrew J. Smith
raw_affiliation_strings: Department of Chemistry, Duke University, Durham, NC 27708, USA
raw_author_name: Cadmus D. Chen
raw_affiliation_strings: Department of Chemistry, Duke University, Durham, NC 27708, USA
raw_author_name: Bochu Wang
raw_affiliation_strings: Department of Chemistry, Duke University, Durham, NC 27708, USA
raw_author_name: Xiao Huang
raw_affiliation_strings: Department of Chemistry, Duke University, Durham, NC 27708, USA
raw_author_name: Chenfengtao Zheng
raw_affiliation_strings: Department of Chemistry, Duke University, Durham, NC 27708, USA
raw_author_name: Youhyun Nam
raw_affiliation_strings: Department of Chemistry, Duke University, Durham, NC 27708, USA
raw_author_name: David N. Beratan
raw_affiliation_strings: Department of Chemistry, Duke University, Durham, NC 27708, USA; Department of Biochemistry, Duke University, Durham, NC 27710, USA; Department of Physics, Duke University, Durham, NC 27708, USA. Electronic address: david.beratan@duke.edu
Environmental Health and Sustainability in South America: Assessing the Impacts of Foreign Direct Investment and Energy Choices Through the N‐Shaped <scp>EKC</scp> and Pollution Haven Lens
Year: 2025
Type: article
Language: en
Topic: Energy, Environment, Economic Growth
Authors and affiliations:
raw_author_name: Sohidul Islam
raw_affiliation_strings: Department of Economics &amp; Banking International Islamic University Chittagong  Chattogram Bangladesh
raw_author_name: Lotifa Tamanna Toma
raw_affiliation_strings: Department of Environmental Science Bangladesh Agricultural University  Mymensingh Bangladesh
raw_author_name: Reday Chandra Bhowmik
raw_affiliation_strings: Department of Finance and Banking Comilla University  Bangladesh
raw_author_name: Zillur Rahman
raw_affiliation_strings: School of Business and Law CQUniversity  Rockhampton Queensland Australia
raw_author_name: Md. Nezum Uddin
raw_affiliation_strings: Department of Economics &amp; Banking International Islamic University Chittagong  Chattogram Bangladesh
raw_author_name: Rakibul Hasan
raw_affiliation_strings: Department of Economics Comilla University  Bangladesh
Kinematic correlates of early speech motor changes in cognitively intact APOE-ε4 carriers: a preliminary study using a color-word interference task
Year: 2025
Type: article
Language: en
Topic: Neurobiology of Language and Bilingualism
Authors and affiliations:
raw_author_name: Mehrdad Dadgostar
raw_affiliation_strings: Athinoula A. Martinos Center for Biomedical Imaging, Harvard-MIT Health Sciences and Technology, Charlestown, MA, United States
MGH Institute of Health Professions, Charlestown, MA, United States
raw_author_name: Lindsay C. Hanford
raw_affiliation_strings: Department of Psychology, Harvard University, Cambridge, MA, United States
raw_author_name: Jordan R. Green
raw_affiliation_strings: MGH Institute of Health Professions, Charlestown, MA, United States
Speech and Hearing Bioscience and Technology, Harvard University, Boston, MA, United States
raw_author_name: Brian D. Richburg
raw_affiliation_strings: MGH Institute of Health Professions, Charlestown, MA, United States
raw_author_name: Averi Taylor Cannon
raw_affiliation_strings: MGH Institute of Health Professions, Charlestown, MA, United States
raw_author_name: Nelson V. Barnett
raw_affiliation_strings: MGH Institute of Health Professions, Charlestown, MA, United States
raw_author_name: David H. Salat
raw_affiliation_strings: Athinoula A. Martinos Center for Biomedical Imaging, Harvard-MIT Health Sciences and Technology, Charlestown, MA, United States
Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
Neuroimaging Research for Veterans Center, VA Boston Healthcare System, Boston, MA, United States
raw_author_name: Steven E. Arnold
raw_affiliation_strings: Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
raw_author_name: Marziye Eshghi
raw_affiliation_strings: Athinoula A. Martinos Center for Biomedical Imaging, Harvard-MIT Health Sciences and Technology, Charlestown, MA, United States
Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
MGH Institute of Health Professions, Charlestown, MA, United States
An integrated RSM–NSGA-II approach for optimizing bioethanol production from sago pith waste via supercritical water hydrolysis: An energy, economic, and environmental perspective
Year: 2025
Type: article
Language: en
Topic: Subcritical and Supercritical Water Processes
Authors and affiliations:
raw_author_name: Saravana Kannan Thangavelu
raw_affiliation_strings: Department of Automobile Engineering, Dr. Mahalingam College of Engineering and Technology, Pollachi, Coimbatore District, 642003, Tamil Nadu, India
raw_author_name: Ping Ping Chung
raw_affiliation_strings: Faculty of Engineering, Computing and Science, Swinburne University of Technology Sarawak Campus, 93350 Kuching, Sarawak, Malaysia
raw_author_name: Muhammad Rafiq Mirza Bin Julaihi
raw_affiliation_strings: Faculty of Engineering, Computing and Science, Swinburne University of Technology Sarawak Campus, 93350 Kuching, Sarawak, Malaysia
raw_author_name: Kumar Perumal
raw_affiliation_strings: Department of Chemical and Energy Engineering, Faculty of Engineering and Science, Curtin University Malaysia, 98009 Miri, Sarawak, Malaysia
raw_author_name: Abu Saleh Ahmed
raw_affiliation_strings: School of Engineering & Technology (Mechanical Engineering), University of Technology Sarawak (UTS), 96000 Sibu, Sarawak, Malaysia
Site-engineered NiMoP electrocatalyst for boosting nitrogen reduction through optimal intermediate adsorption on the surface
Year: 2025
Type: article
Language: en
Topic: Ammonia Synthesis and Nitrogen Reduction
Authors and affiliations:
raw_author_name: Xuejing Yang
raw_affiliation_strings: Key Laboratory of Automobile Materials, Ministry of Education, and School of Materials Science and Engineering, Jilin University, Changchun, 130022, China
School of Automotive Materials, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Cheng Liu
raw_affiliation_strings: School of Automotive Materials, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Wubin Wan
raw_affiliation_strings: School of Automotive Materials, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Yaru Pei
raw_affiliation_strings: School of Automotive Materials, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Xingxing Zhu
raw_affiliation_strings: School of Automotive Materials, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Jian Li
raw_affiliation_strings: School of Automotive Materials, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Haiming Huang
raw_affiliation_strings: School of Optoelectronic Engineering, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Qingfeng Ding
raw_affiliation_strings: School of Automotive Materials, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Min Wang
raw_affiliation_strings: School of Automotive Materials, Hubei University of Automotive Technology, Shiyan, 442002, China
raw_author_name: Qing Jiang
raw_affiliation_strings: Key Laboratory of Automobile Materials, Ministry of Education, and School of Materials Science and Engineering, Jilin University, Changchun, 130022, China
Enhancing Bio-Oil Quality Through Ethyl Esterification Catalyzed by Candida antarctica Lipase B
Year: 2025
Type: article
Language: en
Topic: Biodiesel Production and Applications
Authors and affiliations:
raw_author_name: Aline Gonçalves Gehrke
raw_affiliation_strings: Postgraduate Program in Chemical Engineering, Federal University of Paraná (UFPR), Curitiba 81531 980, Brazil
raw_author_name: Leonardo Pellizzari Wielewski
raw_affiliation_strings: Postgraduate Program in Chemical Engineering, Federal University of Paraná (UFPR), Curitiba 81531 980, Brazil
raw_author_name: Vinicyus Rodolfo Wiggers
raw_affiliation_strings: Department of Chemical Engineering, University of Blumenau (FURB), Blumenau 89030 000, Brazil
raw_author_name: Vanderleia Botton
raw_affiliation_strings: Department of Chemical Engineering, University of Blumenau (FURB), Blumenau 89030 000, Brazil
raw_author_name: David Alexander Mitchell
raw_affiliation_strings: Department of Biochemistry and Molecular Biology, Federal University of Paraná (UFPR), Curitiba 81531 980, Brazil
raw_author_name: Nadia Krieger
raw_affiliation_strings: Department of Chemistry, Federal University of Paraná (UFPR), Curitiba 81531 980, Brazil
Postgraduate Program in Chemical Engineering, Federal University of Paraná (UFPR), Curitiba 81531 980, Brazil
Detecting Lung Cancer Early: The Clinical Imperative of Navigational Bronchoscopy
Year: 2025
Type: article
Language: en
Topic: Lung Cancer Diagnosis and Treatment
Authors and affiliations:
raw_author_name: Fraser Russell Millar
raw_affiliation_strings: Department of Respiratory Medicine, Royal Infirmary of Edinburgh, Edinburgh, UK
Institute of Regeneration and Repair, University of Edinburgh, Edinburgh, UK
raw_author_name: Adam David Loudon Marshall
raw_affiliation_strings: Department of Respiratory Medicine, Royal Infirmary of Edinburgh, Edinburgh, UK
Institute of Regeneration and Repair, University of Edinburgh, Edinburgh, UK
Advances in Crosstalk Reduction Techniques for Ultrasonic Transducer Arrays
Year: 2025
Type: article
Language: en
Topic: Ultrasound Imaging and Elastography
Authors and affiliations:
raw_author_name: Anouar Boujenoui
raw_affiliation_strings: MEAT—Materials Energy and Acoustics Team, Higher School of Technology in Salé, Mohammed V University in Rabat, Rabat 10100, Morocco
raw_author_name: Nadia El Atlas
raw_affiliation_strings: MEAT—Materials Energy and Acoustics Team, Higher School of Technology in Salé, Mohammed V University in Rabat, Rabat 10100, Morocco
raw_author_name: Abdelmajid Bybi
raw_affiliation_strings: MEAT—Materials Energy and Acoustics Team, Higher School of Technology in Salé, Mohammed V University in Rabat, Rabat 10100, Morocco
raw_author_name: Hayat Reskal
raw_affiliation_strings: MEAT—Materials Energy and Acoustics Team, Higher School of Technology in Salé, Mohammed V University in Rabat, Rabat 10100, Morocco
raw_author_name: Lahoucine Elmaimouni
raw_affiliation_strings: Laboratory Physics, Energy and Information Processing-Renewable Energy, Acoustic and Mechanical Microsystems, Polydisciplinary Faculty of Ouarzazate, Ibn Zohr University, BP 638, Ouarzazate 45000, Morocco