GIS-based spatial prediction of poor-drainage areas using frequency ratio: a case study of Tekirdag Province, Turkey

citation_journal_title=Pak J Agric Sci; citation_title=Simulation of groundwater quantity using hydrological model for Mithawan spate irrigated area of Dera Ghazi Khan, Pakistan; citation_author=M Ahmad, M Arshad, M Iqbal, MM Waqas, M Awais; citation_volume=54; citation_publication_date=2017; citation_pages=847-853; citation_doi=10.21162/PAKJAS/17.6093; citation_id=CR1 Alexandratos N, Bruinsma J (2012) World agriculture towards 2030/2050: the 2012 revision. ESA Working paper No. 12–03. FAO, Rome, Italy. citation_title=The current structure of land use/land cover and agricultural land in the TR21 Thrace region; citation_inbook_title=Effects of climate change and adaptation strategies in the TR21 Thrace region; citation_publication_date=2019; citation_pages=61-72; citation_id=CR3; citation_author=B Alturk; citation_author=F Konukcu; citation_author=S Albut; citation_publisher=Tekirdag Namık Kemal University Press Asgari N, Ayoubi S, Demattê JAM, Jafari A, Safanelli JL, Da Silveira AFD (2020) Digital mapping of soil drainage using remote sensing, DEM and soil color in a semiarid region of Central Iran. Geoderma Regional 22. https://doi.org/10.1016/j.geodrs.2020.e00302 citation_title=Drainage engineering; citation_publication_date=2008; citation_id=CR5; citation_author=I Bahceci; citation_publisher=Harran University Faculty of Agriculture citation_journal_title=Journal of King Saud University – Science; citation_title=Frequency ratio model for groundwater potential mapping and its sustainable management in cold desert India; citation_author=G Balamurugan, K Seshan, S Bera; citation_volume=29; citation_issue=3; citation_publication_date=2017; citation_pages=333-347; citation_doi=10.1016/j.jksus.2016.08.003; citation_id=CR6 citation_journal_title=Irrig Drain Syst; citation_title=Selecting the drainage method for agricultural land; citation_author=MG Bos; citation_volume=15; citation_publication_date=2001; citation_pages=269-279; citation_doi=10.1023/A:1012770410707; citation_id=CR7 Bouwer H (1999) Developing drainage design criteria. In: Skaggs RW, Van Schilfgaarde J (ed). Agricultural drainage Agron. Monogr. 38. ASA, CSSA, SSSA, Madison, WI, pp 67–79. https://doi.org/10.2134/agronmonogr17.c5 . Bouwer H, Jackson RD (1999) Determining soil properties. In: Skaggs RW, Van Schilfgaarde J (editors). Agricultural drainage Agron. Monogr. 38. ASA, CSSA, SSSA, Madison, WI. pp 611–666. https://doi.org/10.2134/agronmonogr17.c33 . citation_title=Hydrogeology, exploration, operation, chemistry of groundwater; citation_publication_date=2003; citation_id=CR10; citation_author=B Canik; citation_publisher=Ertem Press citation_journal_title=Food Energy Security; citation_title=Pesticides, environment, and food safety; citation_author=FP Carvalho; citation_volume=6; citation_publication_date=2017; citation_pages=48-60; citation_doi=10.1002/fes3.108; citation_id=CR11 citation_journal_title=Irrig Drain; citation_title=Assessing drainage problem areas by GIS: a case study in the eastern Mediterranean region of Turkey; citation_author=M Cetin, K Diker; citation_volume=52; citation_publication_date=2003; citation_pages=343-353; citation_doi=10.1002/ird.100; citation_id=CR12 citation_journal_title=Geomorphology; citation_title=Spatial prediction of landslide susceptibility using an adaptive neuro-fuzzy inference system combined with frequency ratio, generalized additive model, and support vector machine techniques; citation_author=W Chen, HR Pourghasemi, M Panahi, A Kornejady, J Wang, X Xie, S Cao; citation_volume=297; citation_publication_date=2017; citation_pages=69-85; citation_doi=10.1016/j.geomorph.2017.09.007; citation_id=CR13 citation_journal_title=Sustainability; citation_title=Integrating irrigation and drainage management to sustain agriculture in northern Iran; citation_author=A Darzi-Naftchali, H Ritzema; citation_volume=10; citation_issue=6; citation_publication_date=2018; citation_pages=1775; citation_doi=10.3390/su10061775; citation_id=CR14 citation_journal_title=Irrig Drain; citation_title=Diagnosing drainage problems in coastal areas using machine-learning and geostatistical models; citation_author=A Darzi-Naftchali, F Karandish, A Asgari; citation_volume=66; citation_publication_date=2017; citation_pages=428-438; citation_doi=10.1002/ird.2107; citation_id=CR15 citation_journal_title=J Agric Fac Gaziosmanoasa Univ (JAFAG); citation_title=Estimation of soil loss and runoff under different land use by using WEPP Hillslope model; citation_author=S Demir, İ Oğuz, ÖF Ciba, E Özer; citation_volume=34; citation_publication_date=2017; citation_pages=97-104; citation_doi=10.13002/jafag4411; citation_id=CR16 Dieleman PJ, Trafford B (1976) Drainage testing. FAO Irrigation and Drainage Paper No. 28. FAO, Rome, Italy. ESR (2018) Environmental status report (ESR) of Tekirdag province. EIA and Environmental Permits Branch Directorate Environmental Management and Environmental Supervision Branch Directorate, Tekirdag, Turkey. ESRI (2020) USA soils drainage class. https://www.arcgis.com/home/item.html?id=55d0c2d32c234ce497cd30dc9bc06729 . Accessed 26 August 2020. FAO (1980) Drainage design factors. FAO Irrigation and Drainage Paper No. 38, Rome, Italy. FAO (1996) Guidelines for planning irrigation and drainage investment projects. FAO Investment Centre Technical Paper No. 11, Rome, Italy. FAO (2002) Agricultural drainage water management in arid and semi-arid areas. FAO Irrigation and Drainage Paper No. 61, Rome, Italy. FAO (2017) The future of food and agriculture, trends and challenges. Food and Agriculture Organization of the United Nations, Rome, Italy. FAO (2005) Materials for subsurface land drainage systems. FAO Irrigation and Drainage Paper No. 60 Rev. 1, Rome, Italy. Fenton TE (2020) Land capability classification. Chapter: 23, Wang, Y. (Ed.). Landscape and Land Capacity (1st ed.). CRC Press., https://doi.org/10.1201/9780429445552-25 . Franzmeier DP, Kladivko EJ, Jenkinson BJ (2001) Drainage and wet soil management - wet soils of Indiana. Natural Resources Conservation Service, Rockport, Indiana. FRS (2019) Farmer registration system (FRS) of Tekirdag province. Ministry of Agriculture and Forestry Tekirdag Provincial Directorate of Agriculture and Forestry, Tekirdag, Turkey. GDM (2002) Geological maps of Turkey. General Directorate of Mineral Research and Exploration, Ankara, Turkey. GDM (2015) Topographic maps and data of Turkey. General Directorate of Mapping, Ankara, Turkey. GDSHW (1970) Hydrogeology map of Turkey. General Directorate of State Hydraulic Works, Ankara, Turkey. Grose CJ (ed) (1999) Land capability handbook. guidelines for the classification of agricultural land in Tasmania. Department of Primary Industries, Water and Environment, Tasmania, Australia. citation_journal_title=Irrigation and Drainage Systems Engineering; citation_title=New approaches to agricultural land drainage: a review; citation_author=L Gurovich, P Oyarce; citation_volume=4; citation_publication_date=2015; citation_pages=135; citation_doi=10.4172/2168-9768.1000135; citation_id=CR32 citation_title=Climate assessment in the TR21 Thrace region: current situation and projections; citation_inbook_title=Effects of climate change and adaptation strategies in the TR21 Thrace region; citation_publication_date=2019; citation_pages=1-22; citation_id=CR33; citation_author=A Hanedar; citation_author=F Çağlar; citation_author=E Görgün; citation_author=F Konukcu; citation_author=B Altürk; citation_author=S Albut; citation_publisher=Tekirdag Namık Kemal University Press citation_journal_title=TURKTOB Journal; citation_title=Virus diseases that cause yield and quality losses in grains in Turkey; citation_author=H Ilbagı; citation_volume=17; citation_publication_date=2016; citation_pages=39-41; citation_id=CR34 citation_journal_title=Plant Prot Bull; citation_title=Epidemic of yellow dwarf virus diseases in cereal growing areas and their control; citation_author=H Ilbagı; citation_volume=57; citation_issue=3; citation_publication_date=2017; citation_pages=317-335; citation_doi=10.16955/bitkorb.300020; citation_id=CR35 citation_journal_title=Canadian Water Resources Journal; citation_title=Effects of land drainage on stream flow; citation_author=RW Irwin, HR Whiteley; citation_volume=8; citation_issue=2; citation_publication_date=1983; citation_pages=88-103; citation_doi=10.4296/cwrj0802088; citation_id=CR36 citation_journal_title=Egypt J Remote Sens Space Sci; citation_title=GIS application to identify the potential for certain irrigated agriculture uses on some soils in Western Desert Egypt; citation_author=M Ismail, MK Abdel Ghaffar, MA Azzam; citation_volume=15; citation_issue=1; citation_publication_date=2012; citation_pages=9-51; citation_doi=10.1016/j.ejrs.2012.03.001; citation_id=CR37 citation_journal_title=Journal of Tekirdag Agricultural Faculty; citation_title=Development of water resources and agricultural practices under irrigation in Thrace region: analysis of existing data for the solution of problems; citation_author=A Istanbulluoglu, F Konukcu, İ Kocaman; citation_volume=3; citation_issue=2; citation_publication_date=2006; citation_pages=139-152; citation_id=CR38 Javaid MS (Ed) (2012) Drainage systems. IntechOpen, United Kingdom. https://doi.org/10.5772/1177 citation_journal_title=Mol Ecol Resour; citation_title=Spatial analysis method (SAM): a software tool combining molecular and environmental data to identify candidate loci for selection; citation_author=S Joost, M Kalbermatten, A Bonin; citation_volume=8; citation_issue=5; citation_publication_date=2008; citation_pages=957-960; citation_doi=10.1111/j.1755-0998.2008.02162.x; citation_id=CR40 Kanber R, Çullu MA, Kendirli B, Antepli S, Yılmaz N (2005) Irrigation, drainage and salinity. In: Agricultural Engineering of Turkey VI. Technical Congress Proceedings; National Library, Ankara, Turkey, pp 213–251. citation_title=Irrigation and drainage problems in Turkey: overview; citation_inbook_title=5th World Water Forum Regional Preparation Process DSI Domestic Regional Water Meetings Irrigation - Drainage Conference Proceedings (10–11 April 2008); citation_publication_date=2008; citation_pages=1-45; citation_id=CR42; citation_author=R Kanber; citation_author=M Unlu; citation_publisher=Republic of Turkey Ministry of Environment and Forestry General Directorate of State Hydraulic Works DSI VI. Regional Directorate citation_journal_title=Sustainable Water Resources Management; citation_title=An integrated approach for identification of waterlogged areas using RS and GIS technique and groundwater modelling; citation_author=S Kaushik, PR Dhote, PK Thakur, BR Nikam, SP Aggarwal; citation_volume=5; citation_publication_date=2019; citation_pages=1887-1901; citation_doi=10.1007/s40899-019-00342-1; citation_id=CR43 citation_journal_title=Australia Soil Research; citation_title=Digital mapping of a soil drainage index for irrigated enterprise suitability in Tasmania; citation_author=DB Kidd, BP Malone, AB McBratney, B Minasny, MA Webb; citation_volume=52; citation_publication_date=2014; citation_pages=107-119; citation_doi=10.1071/SR13100; citation_id=CR44 citation_title=Effects of climate change and adaptation strategies in Thrace region; citation_publication_date=2019; citation_id=CR45; citation_publisher=Tekirdag Namık Kemal University Kroes JG, Van Dam JC, Groenendijk P, Hendriks RFA, Jacobs CMJ (2008) SWAP version 3.2. theory description and user manual. Alterra Report 1649, Wageningen, Netherlands. Kulshreshtha SN (ed) (2017) Current perspective on irrigation and drainage. IntechOpen, United Kingdom. https://doi.org/10.5772/63177 citation_journal_title=Landslides; citation_title=Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression models; citation_author=S Lee, B Pradhan; citation_volume=4; citation_publication_date=2007; citation_pages=33-41; citation_doi=10.1007/s10346-006-0047-y; citation_id=CR48 Lubbe E (2008) Agricultural drainage and environment in different farming policies. In Proceedings of 10th International Drainage Workshop of ICID, 6–11 July, Vol. 6, No. 11, Helsinki/Tallinn, Finland/Estonia. citation_journal_title=Agron J; citation_title=Development and evaluation of the RZWQM-CROPGRO hybrid model for soybean production; citation_author=L Ma, G Hoogenboom, LR Ahuja, DC Nielson, JC Ascough; citation_volume=97; citation_issue=4; citation_publication_date=2005; citation_pages=1172-1182; citation_doi=10.2134/agronj2003.0314; citation_id=CR50 MAFGDM (2015) Meteorological observation records. Ministry of Agriculture and Forestry General Directorate of Meteorology, Ankara, Turkey. citation_journal_title=Australia Peer Journal; citation_title=Description and spatial inference of soil drainage using matrix soil colours in the Lower Hunter Valley, New South Wales; citation_author=BP Malone, AB McBratney, B Minasny; citation_volume=6; citation_publication_date=2018; citation_pages=e4659; citation_doi=10.7717/peerj.4659; citation_id=CR52 citation_journal_title=Geoderma; citation_title=On digital soil mapping; citation_author=AB McBratney, ML Mendonca Santos, B Minasny; citation_volume=117; citation_publication_date=2003; citation_pages=3-52; citation_doi=10.1016/S0016-7061(03)00223-4; citation_id=CR53 citation_title=Applied soil physical properties, drainage, and irrigation strategies; citation_publication_date=2016; citation_id=CR54; citation_author=LB McCarty; citation_author=LR Hubbard; citation_author=Q JrV; citation_publisher=Springer International Publishing AG citation_journal_title=KSU Journal of Science and Engineering; citation_title=Irrigation applications and efficient water use in rice production; citation_author=R Meral, KE Temizel; citation_volume=9; citation_issue=2; citation_publication_date=2006; citation_pages=104-109; citation_id=CR55 citation_journal_title=Irrig Drain; citation_title=Towards more effective irrigation water usage by employing land suitability assessment for various irrigation techniques; citation_author=M Miháliková, O Dengiz; citation_volume=68; citation_issue=4; citation_publication_date=2019; citation_pages=617-628; citation_doi=10.1002/ird.2349; citation_id=CR56 Van der Molen WH, Martinez Beltran J, Ochs WJ (2007) Guidelines and computer programs for the planning and design of land drainage systems. Irrigation and Drainage Paper 62, Food and Agriculture Organisation, Rome, Italy. citation_journal_title=Applied Geomatics; citation_title=Landslide susceptibility mapping of Darjeeling Himalaya, India using index of entropy (IOE) model; citation_author=S Mondal, S Mandal; citation_volume=11; citation_publication_date=2019; citation_pages=129-146; citation_doi=10.1007/s12518-018-0248-9; citation_id=CR58 citation_journal_title=Hydrol Process; citation_title=Digital terrain modeling: a review of hydrological, geomorphological, and biological applications; citation_author=ID Moore, RB Grayson, AR Landson; citation_volume=5; citation_publication_date=1991; citation_pages=3-30; citation_doi=10.1002/hyp.3360050103; citation_id=CR59 Niang MA, Nolin M, Bernier M, Perron I (2012) Digital mapping of soil drainage classes using multitemporal RADARSAT-1 and ASTER images and soil survey data. Applied and Environmental Soil Science 1-17. https://doi.org/10.1155/2012/430347 citation_journal_title=J Sens; citation_title=Landslide susceptibility assessment using frequency ratio technique with iterative random sampling; citation_author=HJ Oh, S Lee, SM Hong; citation_volume=2017; citation_publication_date=2017; citation_pages=1-21; citation_doi=10.1155/2017/3730913; citation_id=CR61 citation_journal_title=Springer International Publishing, Cham, Switzerland; citation_title=Management of soil problems; citation_author=KT Osman; citation_publication_date=2018; citation_doi=10.1007/978-3-319-75527-4; citation_id=CR62 citation_journal_title=J Agric Sci; citation_title=Land suitability assessment for rice cultivation using GIS: Hayrabolu Stream Basin (Thrace Peninsula) case; citation_author=E Ozsahin; citation_volume=22; citation_issue=2; citation_publication_date=2016; citation_pages=295-306; citation_id=CR63 citation_journal_title=J Geomorphological Res; citation_title=Eroglu I (2018a) Geomorphometric features of Thrace Peninsula; citation_author=E Ozsahin; citation_volume=1; citation_publication_date=2018; citation_pages=87-98; citation_id=CR64 citation_title=Land capability classification of Tekirdag province according to ecological conditions; citation_publication_date=2018; citation_id=CR65; citation_author=E Ozsahin; citation_author=I Eroglu; citation_publisher=Kriter publisher citation_title=Possible effects of climate change on economic sectors in TR21 Thrace region; citation_inbook_title=Impacts of climate change and adaptation strategies in TR21 Thrace region; citation_publication_date=2019; citation_pages=169-177; citation_id=CR66; citation_author=E Ozsahin; citation_author=M Ozdes; citation_author=I Eroglu; citation_publisher=Tekirdag Namık Kemal University Press Ozsahin E, Eroglu I (2018b). Environmental degradation analysis using GIS in Tekirdag province, Turkey. Fresenius Environmental Bulletin 27 (12B/2018b): 9650–9661. Ozsahin E, Eroglu I (2019). Impact of local soil conditions on earthquake sensitivity in Erzincan City. Artvin Çoruh University Natural Hazards Application and Research Center Journal of Natural Hazards and Environment 5 (1): 41–57. https://doi.org/10.21324/dacd.428012 15(2). Oztekin T, Oztekin S (2007) Effects of bulk density and drainage system on infiltration. ournal of Agricultural Faculty of Gaziosmanoasa Universty (JAFAG) 24 (2): 67–75. citation_journal_title=Journal of Field Crops Central Research Institute; citation_title=Drought effect in different level of plant development stage on quality characters in bread wheat (Triticum aestivum L.) genotypes; citation_author=I Ozturk, KZ Korkut; citation_volume=26; citation_issue=2; citation_publication_date=2017; citation_pages=170-179; citation_doi=10.30910/turkjans.471122; citation_id=CR70 citation_journal_title=Journal of Field Crops Central Research Institute; citation_title=Investigation of grain yield and agronomic characters of the some barley (Hordeum vulgare L.) genotypes in Trace region; citation_author=I Ozturk, R Avcı, A Tulek, T Kahraman, B Tuna, Z Mert, K Akan; citation_volume=25; citation_issue=1; citation_publication_date=2016; citation_pages=26-34; citation_doi=10.21566/tbmaed.98917; citation_id=CR71 citation_journal_title=Irrig Drain; citation_title=Fresh look at drainage for agriculture; citation_author=M Parsinejad, MA Akram; citation_volume=67; citation_issue=2; citation_publication_date=2018; citation_pages=8-16; citation_doi=10.1002/ird.2255; citation_id=CR72 citation_journal_title=Trans ASAE; citation_title=Development and testing of a three-dimensional water management model (WATRCOM): development; citation_author=JE Parsons, RW Skaggs, CW Doty; citation_volume=34; citation_issue=1; citation_publication_date=1991; citation_pages=120-128; citation_doi=10.13031/2013.31633; citation_id=CR73 citation_journal_title=Geoenvironmental Disasters; citation_title=Probabilistic frequency ratio (PFR) model for quality improvement of landslide susceptibility mapping from LIDAR-derived DEMs; citation_author=S Pirasteh, J Li; citation_volume=4; citation_issue=19; citation_publication_date=2017; citation_pages=17; citation_doi=10.1186/s40677-017-0083-z; citation_id=CR74 citation_journal_title=Karnataka Journal of Pharmacognosy and Phytochemistry; citation_title=Impact assessment of subsurface drainage system in waterlogged saline lands on improvement of soil Parametres and crop yield in UKP Command Area; citation_author=CM Pradeep, P Balakrishnan, U Satishkumar, AT Dandekar, H Lokesh, MA Bellakki; citation_volume=7; citation_issue=1; citation_publication_date=2018; citation_pages=115-119; citation_id=CR75 citation_journal_title=J Indian Soc Remote Sens; citation_title=Landslide susceptibility zonation mapping using bivariate statistical frequency ratio method and GIS: a case study in part of SH 37 Ghat Road, Nadugani, Panthalur Taluk, The Nilgiris; citation_author=SE Saranaathan, S Mani, V Ramesh, S PrasannaVenkatesh; citation_volume=49; citation_publication_date=2021; citation_pages=275-291; citation_doi=10.1007/s12524-020-01207-3; citation_id=CR76 Sari H (2014) The effect of some land characteristics on the hydraulic conductivity of soil in the city of Tekirdag. Tekirdag Namık Kemal University, Institute of Natural and Applied Sciences, Department of Soil Science and Plant Nutrition, Tekirdag, Turkey. citation_journal_title=Fresenius Environ Bull; citation_title=Spatiotemporal change in the LULC (Landuse/Landcover) characteristics of Tekirdag Province based on the CORINE (Thrace, Turkey); citation_author=H Sari, E Ozsahin; citation_volume=25; citation_issue=11; citation_publication_date=2016; citation_pages=4694-4707; citation_id=CR78 citation_journal_title=Journal of Tekirdag Agricultural Faculty; citation_title=The relations of hydraulic conductivity in the samples of disturbed and undisturbed soil taken from the same points; citation_author=H Sari, T Saglam; citation_volume=15; citation_issue=03; citation_publication_date=2018; citation_pages=78-86; citation_id=CR79 Shedekar VS, Brown LC (2018) GIS and GPS applications for planning, design and management of drainage systems. In: Delgado JA, Sassenrath, GF, Mueller T (ed). Precision conservation: geospatial techniques for agricultural and natural resources conservation. https://doi.org/10.2134/agronmonogr59.c11 . Singh A (2017a) Waterlogging and salinity management for sustainable irrigated agriculture. I: Overview, implication and plant response. Journal of Irrigation and Drainage Engineering (ASCE) 143 (9): 04017035. https://doi.org/10.1061/(ASCE)IR.1943-4774.0001227 . Singh A (2017b) Waterlogging and salinity management for sustainable irrigated agriculture. II: Engineering measures and bio‐drainage. Journal of Irrigation and Drainage Engineering 143 (9): 04017036. https://doi.org/10.1061/(ASCE)IR.1943-4774.0001227 . citation_journal_title=Ecol Ind; citation_title=Managing the salinization and drainage problems of irrigated areas through remote sensing and GIS techniques; citation_author=A Singh; citation_volume=89; citation_publication_date=2018; citation_pages=584-589; citation_doi=10.1016/j.ecolind.2018.02.041; citation_id=CR83 citation_journal_title=Irrig Drain; citation_title=Salinization and drainage problems of agricultural land; citation_author=A Singh; citation_volume=69; citation_publication_date=2020; citation_pages=844-885; citation_doi=10.1002/ird.2477; citation_id=CR84 Skaggs RW (1978) A water management model for shallow water table soils. Report No. 134. Water Resources Research Institute of the University of North Carolina, N.C. State University, Raleigh, N.C. citation_journal_title=Crit Rev Environ Sci Technol; citation_title=Hydrologic and water quality impacts of agricultural drainage; citation_author=RW Skaggs, MA Breve, JW Gilliam; citation_volume=24; citation_issue=1; citation_publication_date=1994; citation_pages=1-32; citation_doi=10.1080/10643389409388459; citation_id=CR86 citation_journal_title=Trans Am Soc Agr Eng; citation_title=Methods to determine lateral effect of a drainage ditch on wetland hydrology; citation_author=RW Skaggs, GM Chescheir, BD Phillips; citation_volume=48; citation_issue=2; citation_publication_date=2005; citation_pages=577-584; citation_doi=10.13031/2013.18332; citation_id=CR87 Skaggs RW, Van Schilfgaarde J (ed) (1999) Agricultural drainage. Agronomy Monographs 38. ASA, CSSA, SSSA, Madison, WI. https://doi.org/10.2134/agronmonogr38.frontmatter . Smedema LK, Vlotman WF, Rycroft D (2004) Modern land drainage. Planning, design and management of agricultural drainage systems. Taylor, Francis, London. citation_journal_title=Hydrol Earth Syst Sci; citation_title=On the calculation of the topographic wetness index: evaluation of different methods based on field observations; citation_author=R Sørensen, U Zinko, J Seibert; citation_volume=10; citation_publication_date=2006; citation_pages=101-112; citation_doi=10.5194/hess-10-101-2006; citation_id=CR90 citation_journal_title=NZ J Bot; citation_title=Plant communities, landforms, and soils of a geomorphically active drainage basin, Southern Alps, New Zealand; citation_author=GH Stewart, JBJ Harrison; citation_volume=25; citation_issue=3; citation_publication_date=1987; citation_pages=385-399; citation_doi=10.1080/0028825X.1987.10413356; citation_id=CR91 citation_journal_title=Nepal Open Journal of Geology; citation_title=GIS-based frequency ratio method for identification of potential landslide susceptible area in the Siwalik zone of Chatara-Barahakshetra Section; citation_author=D Thapa, B Bhandari; citation_volume=9; citation_publication_date=2019; citation_pages=873-896; citation_doi=10.4236/ojg.2019.912096; citation_id=CR92 citation_journal_title=Water Science; citation_title=Sensitivity analysis and mapping the potential groundwater vulnerability zones in Birbhum district, India: a comparative approach between vulnerability models; citation_author=R Thapa, S Gupta, S Guin, H Kaur; citation_volume=32; citation_issue=1; citation_publication_date=2018; citation_pages=44-66; citation_doi=10.1016/j.wsj.2018.02.003; citation_id=CR93 citation_journal_title=Nat Hazards; citation_title=GIS-based forest fire susceptibility modeling in Pauri Garhwal, India: a comparative assessment of frequency ratio, analytic hierarchy process and fuzzy modeling techniques; citation_author=A Tiwari, M Shoab, A Dixit; citation_volume=105; citation_publication_date=2021; citation_pages=1189-1230; citation_doi=10.1007/s11069-020-04351-8; citation_id=CR94 TUIK (2018) Land use and agricultural production statistics of Tekirdag province. Turkish Statistical Institute, Ankara, Turkey. citation_journal_title=Irrig Drain; citation_title=Drainage on waterlogged agricultural areas; citation_author=AC Tyagi; citation_volume=63; citation_publication_date=2014; citation_pages=558-559; citation_doi=10.1002/ird.1888; citation_id=CR96 citation_journal_title=Arch Agron Soil Sc; citation_title=Drainage, waterlogging, and salinity; citation_author=M Valipour; citation_volume=60; citation_issue=12; citation_publication_date=2014; citation_pages=1625-1640; citation_doi=10.1080/03650340.2014.905676; citation_id=CR97 citation_journal_title=Springer International Publishing, Switzerland; citation_title=Irrigation and drainage engineering; citation_author=P Waller, M Yitayew; citation_publication_date=2016; citation_doi=10.1007/978-3-319-05698-2; citation_id=CR98 citation_journal_title=Agriculture; citation_title=The past, present, and future of barley yellow dwarf management; citation_author=JIII Walls, E Rajotte, C Rosa; citation_volume=9; citation_issue=23; citation_publication_date=2019; citation_pages=1-16; citation_doi=10.3390/agriculture9010023; citation_id=CR99 citation_journal_title=Water; citation_title=Mapping groundwater potential zones using a knowledge-driven approach and GIS analysis; citation_author=Q Zhu, M Abdelkareem; citation_volume=13; citation_publication_date=2021; citation_pages=579; citation_doi=10.3390/w13050579; citation_id=CR100 citation_journal_title=Bull Mineral Res Explor; citation_title=Landslide susceptibility mapping using information value and frequency ratio for the Arzew sector (North-Western of Algeria); citation_author=R Zine El Abidine, N Abdelmansour; citation_volume=160; citation_issue=160; citation_publication_date=2019; citation_pages=197-211; citation_doi=10.19111/bulletinofmre.502343; citation_id=CR101