Object's details: Comparison of machine learning methods for runoff forecasting in mountainous watersheds with limited data Porównanie metod uczenia maszynowego do prognozowania spływu w zlewniach górskich na podstawie ograniczonych danych

Provider:Czasopisma PAN

Description

Title:
Comparison of machine learning methods for runoff forecasting in mountainous watersheds with limited data Porównanie metod uczenia maszynowego do prognozowania spływu w zlewniach górskich na podstawie ograniczonych danych
Creator:
Adamowski, Jan;
Prasher Shiv O.
Contributor:
Editorial Board: Jan Franklin ADAMOWSKI – McGill University, Quebec, Canada Tariq AFTAB – Aligarh Muslim University, Alīgarh, India 0000-0002-5927-719X Suleyman I. ALLAKHVERDIEV – Azerbaijan State University, Baku, Azerbaijan Ozan ARTUN – Çukurova University, Adana, Turkey 0000-0002-6122-2729 Habib R. ATHAR – Institute of Pure and Applied Biology, Zakariya University, Multan, Pakistan 0000-0002-8733-3865 Atilgan ATILGAN – Alanya Alaaddin Keykubat University, Alanya, Turkey Okke BATELAAN – Flinders University, Adelaide, Australia 0000-0003-1443-6385 Marian BRESTIC – Slovak University of Agriculture, Nitra, Slovakia Filippo BUSSOTTI – University of Firenze, Firenze, Italy Shiguo CHEN – Nanjing Agricultural University, Nanjing, China Ralf DANNOWSKI – Leibniz-Zentrumfür Agrarlandschaftsforschung, Brandenburg, Germany 0000-0002-9331-672X Nabil ELSHERY–Tanta University, Tanta, Egypt 0000-0001-9542-1913 Domenica FARCI – Università degli studi di Cagliari, Cagliari, Italy GOVINDJEE – University of Illinois at Urbana-Champaign, Urbana, USA 0000-0003-3774-0638 Francisco GUERRERO – Universidad de Jaén, Jaén, Spain Salim HEDDAM – Université 20 août 1955-Skikda, Skikda, Algeria 0000-0002-8055-8463 Tomasz HORACZEK – Institute of Technology and Life Sciences, Falenty, Poland 0000-0001-5534-7544 Miroslava KAČÁNIOVÁ – Slovak University of Agriculture, Nitra, Slovakia Jan KAZAK – Wroclaw University of Environmental and Life Sciences, Poland Sungwon KIM – Dongyang University, Yeongju, Republic of Korea 0000-0002-9371-8884 Ozgur KISI – University of Applied Sciences, Lübeck, Germany 0000-0001-7847-5872 Peter KOVALENKO – Institute of Water Problems and Melioration of the National Academy of Agrarian Sciences, Ukraine Nour-Eddine LAFTOUHI – Cadi Ayyad University, Marrakesh, Morocco Ramin LOTFI – Dryland Agricultural Research Institute, AREEO, Maragheh, Iran Grażyna MASTALERCZUK – Warsaw University of Life Sciences – SGGW, Warsaw, Poland Maria MRÓWCZYŃSKA – University of Zielona Góra, Poland 0000-0002-4762-3999 Samar OMAR – Tanta University, Tanta, Egypt Dario PIANO – Università degli studi di Cagliari, Cagliari, Italy Karol PLESIŃSKI – Agricultural University in Cracow, Cracow, Poland Majeti Narasimha Vara PRASAD – University of Hyderabad, Hyderabad, India Mahendra RAI – SGB Amravati University, Maharashtra, India Marcin RAPACZ – University of Agriculture, Cracow, Poland Manzer H. SIDDIQUI – King Saud University, Riyadh, Saudi Arabia Edyta SIERKA – University of Silesia, Katowice, Poland Ewa SOBIESZCZUK-NOWICKA – Adam Mickiewicz University in Poznań, Poznań, Poland 0000-0002-6603-0582 Kazimierz STRZAŁKA – Jagiellonian University, Cracow, Poland Wayan SUPARTA – Institute Technology National Yogyakarta, Yogyakarta, Indonesia Sawsan TAWKAZ – Consultative Group on International Agricultural Research, Montpellier, France Adam TAŃSKI – West Pomeranian University of Technology, Szczecin, Poland Renata TOBIASZ-SALACH – Rzeszow University, Rzeszow, Poland Katarzyna TURNAU – Jagiellonian University, Cracow, Poland Martin J. WASSEN – Utrecht University, Utrecht, Netherlands Marek ZIVCAK – Slovak University of Agriculture, Nitra, Slovak Republic
Description:
Journal of Water and Land Development - is a peer reviewed research journal published in English. Journal has been published continually since 1998. From 2013, the journal is published quarterly in the spring, summer, autumn, and winter. In 2011 and 2012 the journal was published twice a year, and between 1998 and 2010 it was published as a yearbook. Papers may report the results of experiments, theoretical analyses, design of machines and mechanization systems, processes or processing methods, new materials, new measurements methods or new ideas in information technology. The Journal of Water and Land Development is the quarterly journal devoted to the publication of papers dealing with the following subjects: Agriculture, Hydrology, Water management, Water quality, Agricultural landscape, Agrometeorology, Agronomy, Horticulture, Hydrobiology, Water ecosystems, Wetlands, Environmental engineering, Plant physiology Geology Climate change Microbiology, biological sciences Drones GIS Earth and environmental sciences Architecture and urban planning Civil engineering and transportation Socio-economic geography Mining and energy Spatial management Submit your article;
Editor-in-Chief Professor Dr. Hab. Hazem M. Kalaji 0000-0002-3833-4917 Department of Plant Physiology, Faculty of Agriculture and Biology, Warsaw University of Life Sciences SGGW, Warsaw, Poland Institute of Technology and Life Sciences - National Research Institute, Falenty, Al. Hrabska 3, 05-090 Raszyn, Poland Interests: fluorescence sensors; chlorophyll fluorescence analysis; photochemistry of photosynthesis; plant stress; physiology of plants and algae; plant talk and machine learning Managing Editor Dr Adam Brysiewicz 0000-0002-3032-7843 Institute of Technology and Life Sciences – National Research Institute, Falenty, Poland English Language Editor Charlotte Aldred (English Native Speaker) Statistical Editors dr hab. Dariusz Gozdowski 0000-0002-7365-7607 Department of Biometry, Institute of Agriculture, Warsaw University of Life Sciences- SGGW, Poland dr inż. Leszek Sieczko 0000-0002-9325-643X Department of Biometry, Institute of Agriculture, Warsaw University of Life Sciences- SGGW, Poland Associate Editors Suzana Gotovac Atlagić 0000-0002-9667-9884 ( environmental chemistry, nanotechnology) Department of Chemistry, Faculty of Natural Sciences and Mathematics, University of Banja Luka, Bosnia and Herzegovina Barbara Borawska-Jarmułowicz 0000-0001-7092-6544 ( grassland, agronomy) Department of Agronomy, Warsaw University of Life Sciences - SGGW, Poland Klaudia Borowiak 0000-0001-9879-3683 ( air pollution, landscape evaluation) Department of Ecology and Agricultural Environment Protection, Poznań University of Life Sciences, Poland Piotr Bugajski 0000-0002-6891-7953 ( wastewater, wetlands) Department of Sanitary Engineering and Water Management, University of Agriculture in Krakow, Poland Jarosław Chormański 0000-0002-3800-4205 ( water management, environmental science, water science) Department of Remote Sensing and Environmental Assessment, Warsaw University of Life Sciences – SGGW, Poland Przemysław Czerniejewski 0000-0001-8553-9109 ( hydrobiology, ecology) Faculty of Food Sciences and Fisheries, West Pomeranian University of Technology Szczecin, Poland Piotr Dąbrowski 0000-0002-2867-8839 ( environmental science, green infrastructure) Department of Environmental Improvement, Warsaw University of Life Sciences – SGGW, Poland Tomasz Ksawery Gnatowski 0000-0002-7502-7553 ( soil water management, irrigation) Department of Environmental Improvement,Warsaw University of Life Sciences – SGGW, Poland Tomasz Kowalczyk 0000-0001-6922-1889 ( water resources, GIS, irrigation, water management) Department of Environmental Protection and Development, Wrocław University of Environmental and Life Sciences, Poland Monika Kusiak 0000-0003-2042-8621 ( geology, geochemistry, mineralogy) Institute of Geophysics Polish Academy of Sciences, Warsaw, Poland Mateusz Malinowski 0000-0003-1364-1256 ( environmental engineering, GIS, land degradation) Department of Bioprocesses Engineering, Energetics and Automatization,University of Agriculture in Krakow, Poland Federico Marrone 0000-0002-4730-0452 ( hydrobiology, phylogeography) Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche, UniversitàdegliStudi di Palermo UNIPA, Italy Gabriel Minea 0000-0001-6662-7090 ( hydrology, water ecosystems) University of Bucharest, Romania Amarendra Narayan Misra 0000-0002-5565-8411 ( biotechnology, molecular biology) Centurion University of Technology and Management, India Agnieszka Operacz 0000-0002-1717-1661 ( water science, soil science, hydrology, hydrogeology) Department of Sanitary Engineering and Water Management, University of Agriculture in Krakow, Poland Jos T. Puthur 0000-0001-5075-3172 ( agricultural plant science, molecular biology) Department of Botany, University of Calicut, India Piotr Stępień 0000-0002-9058-6142 ( plant physiology, biochemistry) Department of Plant Nutrition, Wrocław University of Environmental and Life Sciences, Polan Osama H. Sayed 0000-0001-8482-5728 ( ecology, water stress) Biology Department, Faculty of Science, Jazan University, Saudi Arabia Avinash Chandra Pandey 0000-0002-7829-8463 ( agricultural plant science, genetics) Borlaug Institute for South Asia, International Maize and Wheat Improvement Center, CIMMYT, India Mariusz Sojka 0000-0002-1453-0374 ( water monitoring, modelling and management) Department of Land Improvement, Environmental Development and Geodesy, Poznań University of Life Sciences, Poland Waldemar Spychalski 0000-0002-9646-3039 ( soil science, soil protection) Department of Soil Science and Microbiology, Faculty of Agronomy and Bioengineering, Poznań University of Life Sciences, Poznań, Poland Irena Suwara 0000-0001-8754-1552 ( agronomy, crop production) Department of Agronomy, Warsaw University off Life Sciences – SGGW, Poland Szymon Szewrański 0000-0003-4652-7978 ( landscape architecture, spatial economy) Institute of Spatial Economy, Wrocław University of Environmental and Life Sciences, Poland Hayat Touchane 0000-0002-1518-4186 ( water productivity, climate change) Department of Agronomy, Aleppo University, Syria Grzegorz Wałowski 0000-0002-0866-4368 ( agricultural biogas) Departament in Poznań, Institute of Technology and Life Sciences-National Research Institute, Poland Krytyna Żuk – Gołaszewska 0000-0002-7880-4012 ( agriculture, plant physiology) Department of Agrotechnology and Agribusiness, Faculty of Agriculture and Forestry, University of Warmia and Mazury in Olsztyn, Poland;
<p>Instrukcja dla autorów</p>;
Journal of Water and Land Development - is a peer reviewed research journal published in English. Journal has been published continually since 1998. From 2013, the journal is published quarterly in the spring, summer, autumn, and winter. In 2011 and 2012 the journal was published twice a year, and between 1998 and 2010 it was published as a yearbook. Papers may report the results of experiments, theoretical analyses, design of machines and mechanization systems, processes or processing methods, new materials, new measurements methods or new ideas in information technology. The Journal of Water and Land Development is the quarterly journal devoted to the publication of papers dealing with the following subjects: - development of water resources in small river basins: assessment of surface and ground water resources, drought and floods, the methods of assessment of man activity influence on water resources; - sustainable development of agricultural landscape: farm arrangement, wetlands protection, the role of forest and grassland; - protection of water resources quality: non-point contamination from agriculture, villages and farms, methods of surface and ground water pro-tection; - irrigation and drainage: management, maintenance and operation, water use, water-crop relations, the influence of drainage and irrigation on environment; - hydraulic structures for water management in small basins, earth structures, river conservation, etc.
Object availability:
free access
Rights:
Journal of Water and Land Development jest czasopismem wydawanym w wolnym dostępie na licencji CC BY-NC-ND 3.0. <a href=" https://creativecommons.org/licenses/by-nc-nd/3.0/"> https://creativecommons.org/licenses/by-nc-nd/3.0/</a></p> Journal of Water and Land Development is an open access journal with all content available with no charge in full text version. The journal content is available under the licencse CC BY-NC-ND 3.0 <a href=" https://creativecommons.org/licenses/by-nc-nd/3.0/"> https://creativecommons.org/licenses/by-nc-nd/3.0/</a>.
Source:
Journal of Water and Land Development; 2012; No 17
Publisher:
Polish Academy of Sciences; Institute of Technology and Life Sciences - National Research Institute
Subject:
Nauki Biologiczne i Rolnicze
Identifier:
eISSN 2083-4535
Data provider:
Czasopisma PAN

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Object's details: Comparison of machine learning methods for runoff forecasting in mountainous watersheds with limited data Porównanie metod uczenia maszynowego do prognozowania spływu w zlewniach górskich na podstawie ograniczonych danych

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