Swati Singh, Shivani Singh, in Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence, 2023. The Gibe River is called the Omo River in its lower valley south and south westwards from its confluence with the Gojeb River. Creative Commons Attribution 4.0 International License. An LUR lower than 1.0 implies that livestock produce more HDP per m2 than the food crops that could be grown there. Groundwater is a viable option for supplementing surface water resources for irrigation in several basins in the country. Shade . These represent the amount of energy or protein in animal feed that is potentially edible for humans compared to the amount of energy or protein in that animal product that is edible for humans. (2015) proposed an affordable way of detecting grain eating insects that can destroy postharvest crops. Irrigation would provide farmers with sustained livelihoods and improve their general well-being. Land having limitations which in aggregate are severe for sustained application of a given use. Comparison of saffron yield map generated from linear regression of yield and monthly average temperatures of selected districts (A) and the interpolated map of actual yield of the same districts (B). The similarities with the clay class limits at family and series levels of the USA's Soil taxonomy are evident. Michiel Christiaan Laker, Gerhardus Petrus Nortj, in Advances in Agronomy, 2022. The levels of this classification are set as follows: prime land is able to produce 80% of the yields potentially reachable in its crops, good land is able to produce 40%80% of its potential, and finally marginal land produces less than 40%. The assessment of land suitability for irrigation is critical for designing and implementing worthwhile irrigation projects and increasing agricultural production. Similar results were reported by Ibrahim, et al. Similar guidelines have been prepared by FAO for rainfed agriculture, extensive grazing and forestry. 0000000015 00000 n The system had well-defined diagnostic horizons. The LUR proposed by Van Zanten etal. In a study, land use and management of two soils of the Avalon form (Orthic A/Yellow-brown apedal B/Soft plinthic B) in two districts close to each other in the somewhat drier western part of the maize quadrangle, were compared (Duvenhage et al., 1992). We use cookies to help provide and enhance our service and tailor content and ads. 0000027485 00000 n The values are entered row by row into a cross-matrix. (2016) using the same data set of their previous study modified the initial suitability classes to fuzzy values between one and zero (one meaning very suitable and zero unsuitable) and developed a fuzzy analytic hierarchy process (FAHP). Any land suitability assessment requires the lower and upper thresholds of the crops for climatic, edaphic, and topographic factors used for land classification, which are usually gathered from the literature or expert knowledge. Fue etal. HCPs can also include conservation measures for vulnerable plant and animal species that are not listed federally as endangered or threatened. Good drainage of the site is essential to allow the continuous movement of water and salt through the profile [14]. WebGauge cost considerations. xref . For instance, land suitability classes such as highly suitable or nonsuitable are rather descriptive notations and tell us nothing about the crop yield potential at different zones. Electric conductivity of saturation extract (ECe) was determine by 1:2.5 ratio of soil to water suspension using EC meter, and Percentage of calcium carbonate (% CaCO3) was measured using rapide manometric method meter [14].
Link: Gebre G (2020) Impact of Small Scale Irrigation Development on Farmers Livelihood Improvement in Ethiopia: A Review. Because changes in land use or an increase in arable land for ethanol purposes can have positive or negative environmental impacts (e.g., more greenhouse gases [GHG], indirect emissions, unsustainable harvesting, carbon sequestration, other land-use change effects, depleted soil nutrients, and increased water consumption). N1 and N2 areas must be excluded from landspreading plans due to the high risk of degradation (environmental, economic, and societal), whereas an improvement or remediation plan should be developed and implemented (Doula etal.,2016). The major soil types of the area are Leptosols, Chromic Luvisols, Vertic Cambisols, Dystric Nitisols, Lithosols and Orthic Acrisols [13]. Far less important/ Experience and judgment very strongly favor one over the other. More discussions on Soil taxonomy: a binomial system for South Africa (MacVicar et al., 1977) and the classification of series in other soil forms in the system can be found in Laker (2003, 2021). This study provides beneficial information that can be useful to measure the implication of agriculture management policies.
(2013) used a simulation model for irrigation known as Irrigation Scheduling Impact Assessment Model (ISIAMOD) to simulate leaf area index, cumulative biomass production, final biomass yield at harvest and grain yield of a maize crop and obtain good results (parameters simulated were above 80%), which is good to be adopted by the growers. 0000020946 00000 n UC Davis has created an irrigation scheduling worksheet that can help. While agroecological zoning and land suitability assessment are extensively used in different countries and for different crop species, application of these methods for saffron and other spices is overlooked and existing published reports suffer from lack of standard methodology.
WebLand suitability is the fitness of a given type of land for a defined use. 0000027519 00000 n The study result could assist policy makers for better decisions during the development of irrigation projects in Omo-Gibe river basin. Thus, either directly or indirectly, land is allocated to produce biomass used to feed farm animals instead of humans. PTSMCD showed a very high consistent and of better quality (R2 ranged from 0.98 to 0.99) for monthly data while MarkSim showed relatively low from 0.64 to 0.91. To increase biodiversity, we recommend, to identify which grasslands can be considered available for animals, which for crop production, and which should be left for rewilding or other conservation strategies (Van Zanten etal., 2018). Mourice etal. It explains economic criteria for separating land which is 'Suitable' from land which is 'Not Suitable' first In 'provisionally - irrigable' and later in 'irrigable' classifications. 0000131056 00000 n Land suitability evaluation: After rated the soil and slop parameters, capability index (Ci) for surface irrigation was calculated using parametric evaluation approach (equation below) [9]. Within each of these forms, series were differentiated according to (i) base saturation and (ii) texture parameters, both determined in the B21 horizon (the term used in that publication), i.e., in the upper subsoil. WebGauge cost considerations. Very high risk of negative economic, environmental, and/or social outcomes if not managed. [9] and the average salinity ranges from 0.03 to 0.04 dS/m (Table 3). Ethiopia is rain fed agriculture dependent country; with limited use of irrigation for agricultural production [1]. Similarly, Abraham, et al. The fact that most of the parameters used in the classification can be directly related to some practical land use implication; The fact that no difficult terminology was used. WebResults of the land suitability evaluation for surface irrigation showed that, a total area of 3064 ha (72.6%) was slightly suitable (S3) and area of 1154 ha (27.4%) was currently not suitable (N1). In line with this, the profile pits were geo referenced using Global Positioning System (GPS). Therefore, the objective of this study is to spatially evaluate and map suitable parcel of land for surface irrigation in the Omo-Gibe river basin using weighted overlay analysis in ArcGIS environment though the characterization of biophysical suitability factors aimed to assist in land use policy decisions.
The sand grade triangle is like the soil texture triangle, but with fine, medium and coarse sand (as percentages of total sand) on the three sides of the triangle (MacVicar et al., 1977; Van Watt and van Rooyen, 1995). 0000133056 00000 n In the current situation, feed-food competition is therefore higher in monogastric production systems compared to the ruminant systems. The LULC classification revealed that, 54.42% was found to be highly suitable and 16.7% is found to be unsuitable. Agricultural land suitability analysis has been done to identify spatially the extents of highly suitable and moderately suitable areas for agriculture. In consideration to river proximity, almost 4% of the river basin is not suited for surface irrigation therefore looking for other sources of water in the nearby is recommended. General Flowchart of the methodology [18]. endobj Some research studies related to the successful use of ML techniques for crop monitoring under various climatic conditions are presented in Table15.2. The middlemen are also known as market masters. Steps used in the AHP method to establish weights as a flow chart [19]. Communication was effective because farmers, extension officers, fertilizer advisors, etc., knew the names of the series and the management requirements of each. (2016) is based on the LCA framework, as most LCA studies use economic allocation for the LU between the multifunctional processes. Agricultural land use is considered as highly suitable, grass land is moderately suited, shrub land and forest areas assigned as marginally and not suitable for irrigation respectively. Igbadun etal. The system ranked the extension officers who were the best in providing answers to farmers. C.B.
In the present study, the soil textural class of the watershed was determined based on the particle size distribution. The watershed was classified in to four lands mapping units, based on three soil profile pits were opened at each land mapping unit. The example given by Van Hal etal. The annual rain fall of this zone is minimum 1500mm, medium 1900 and maximum 3300 mm [13]. Link: KWZ (Kellem Wollega Zone Agricultural office) (2020) Annual report, unpublished. 86 0 obj While these thresholds are fully documented for major crops (e.g., wheat and corn) for local species such as saffron they are rather subjective. Appropriate management and selection of applicable irrigation method is a prerequisite for better utilization of land resources which help to optimize and sustain the productivity of these land resources [10]. WebResults of the land suitability evaluation for surface irrigation showed that, a total area of 3064 ha (72.6%) was slightly suitable (S3) and area of 1154 ha (27.4%) was currently not suitable (N1). For this study, physical soil factors (soil type, soil drainage, soil depth, and texture classes) are considered as the primary soil factors. In order to protect the flooding of lower catchment, watershed management activities including the construction of flood protection ditches is recommended. Aker (2011) reviewed several ICT-based systems, including radio-based, phone callbased and SMS-based systems to deliver general and customized advice and knowledge to farmer's devices. WebIrrigation suitability land classification investigations are an integral part of multi objective planning for the development and operation of water resource projects with an irrigation component. Soil parameters analysis and rating for surface irrigation: The selected physical and chemical soil prosperities (soil texture, electrical conductivity and calcium carbonate content) of the watershed were analyzed in laboratory; while soil depth and drainage were measured on fields based on the standards [14]. WebLand suitability is the fitness of a given type of land for a defined use. Indirect competition occurs when feed is cultivated on areas where food for direct human consumption could be cultivated (Van Zanten et al., 2016). Where a landscape characteristic does not meet the requirements for a particular land use, it constitutes a potential limitation or constraint. Constraints are commonly rated to express the degree of severity to which they may impair land use. Due to this variability, crop failures and food insecurity are frequent in the country [3,4]. A reminder that in the latter these are 018% (15%), 1835% and >55%, with some change at 60% (55%). Feed produced on land suitable for human food production, therefore, may result in competition for land between feed and food. Figure 2. Kellem Wollega zone is bounded by West Wollega Zone in the North, Buno Bedele Zone in the East, Ilu A/Bora Zone in South and Sudan in the West [13]. WebResults of the land suitability evaluation for surface irrigation showed that, a total area of 3064 ha (72.6%) was slightly suitable (S3) and area of 1154 ha (27.4%) was currently not suitable (N1). They have some of the problems associated with dystrophic series but to a much more moderate extent. Export Citation
The result obtained reveled that, 12.5% of the study area has poor drainage condition. 0000132334 00000 n
Where, n, is the number of criteria or sub-criteria in each pairwise comparison matrix and max is the maximum eigenvalue of the comparison matrix (the average of consistency vector). 0000022386 00000 n
Farmers also face a range of nonclimate risks that potentially represent a more immediate threat to sustainable food production than climate change. Chapter 8 discusses the presentation of the results of land evaluation in land suitability maps and reports for studies at reconnaissance, pre-feasibility and feasibility level. This system is free of charge, and it has very powerful tools to visualize the climate data in Tanzania since 1980 to 2050. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
The term land suitability for agriculture is defined as the lands ability to reach potential yields in a number of crops. This method is relatively cost-effective and compatible with African settings. The process of land suitability classification is the appraisal and grouping of specific areas of land in terms of their suitability for defined uses [5]. Land having no significant limitations to sustained application for a given land use or only minor limitations. In the 1977 classification system, the soils were classified in two different series on the basis of the clay content of the B21 (1977 term) horizon, one falling in the 615% clay range with fine sand (Bleeksand series) and the other in the 1535% clay range (Soetmelk series). trailer The sand grade triangle was not derived arbitrarily, but based on studies of numerous soil profiles in the country. Outdoor rainfed and irrigated crops are particularly sensitive, both directly from changes in rainfall and temperature and also indirectly, as any change in climate will also impact on the agricultural potential of soils by modifying soil water balances and changing land suitability for production (Daccache et al., 2012). The principal categories of data required are dealt with under the headings: general characteristics of the project area, topography, soils, climate, water resources, drainage, land use, vegetation and fauna, environmental health, social and economic data. Florence, Italy. Far more important to extremely more important, Far less important to extremely far less important, Absolutely more important / Extremely more important. Analyzing climatic and edaphic information of the place in question and contrasting it with the environmental needs of the crop of interest has been used to improve the production and competitive advantages of various species worldwide.
[20]. Texture parameters consisted of clay percentage classes and for sandy soils also sand grade classes (MacVicar et al., 1977). The model was then used as a yield prediction tool over the province and the resulting yield was spatially interpolated with GIS for mapping different zones based on saffron yielding ability. Without this continuous leaching, salt may build up to levels that may be harmful to the landscape and crops. The results showed that the LMU-1, 2 and 4, with a total area of 3064 ha (72.6%), were slightly suitable (S3) (Figure 7) for surface irrigation. The suitability of soil for irrigation and agriculture are depend on soil fertility, moisture content, depth, and drainage [ 26 ]. 0000027661 00000 n Most people currently use such systems to network with other people, including farming communities (Chisenga and Chande-Mallya, 2018). Computer Comput Technol Agric 365: 314-325. (2014) were able to quantify the maize production variability due to climate change at the farm level, which is crucial for precision decision support to maize production using decision support system for agrotechnology transfer (DSSAT). Soil type. They, for example, respond well to even low P fertilizer applications, especially the sandy ones, and care must be taken not to over-fertilize them with P (Laker, 2004b, 2021; Nortj and Laker, 2021). WebThe term land suitability for agriculture is defined as the lands ability to reach potential yields in a number of crops. Legislative and other generally accepted restrictions for waste landspreading should be taken into consideration, too (MAFF,1989; Soil Science Society of America,1986; LIFE-AgroStrat,2016). The result of the study depicted that large portion (72.6%) of the study area was slightly suitable (S3) for surface irrigation purpose. Hence, the soil in the present study area could be considered as deep soil which is highly suitable for surface irrigation [17]. (2015) and Sanga etal. Being Ethiopias second largest river system, the Omo-Gibe basin contributes 90% of the runoff to Lake Turkana (located downstream in Kenya) and accounts for 14% of the countrys annual runoff, second only to the Blue Nile in runoff volume [12]. Ratios above 1 indicate that the animals produce less edible energy or protein than they consume (Wilkinson, 2011). Coupling crop simulation models or even crop-weather models with zoning schemes provides a classification tool based on crop yielding ability (Caldiz et al., 2002). Link: Sys C, Vanranst E, Debvay J (1991) Land evaluation. Neighbors are located near the property boundaries and may be impacted by some management activities, especially smoke from controlled burns. 5.1). Strongly more important / Much more important.
(2005) tested the weather data generators such as MarkSim and Parched Thirst Simulator of Missing Climate Data (PTSMCD) to generate synthetic missing data. It is estimated that more than 90% of the food supply in the country comes from rainfed agriculture [2]. ScienceDirect is a registered trademark of Elsevier B.V. ScienceDirect is a registered trademark of Elsevier B.V. Olive mill waste: recent advances for the sustainable development of olive oil industry, MAFF,1989; Soil Science Society of America,1986; LIFE-AgroStrat,2016, Advances in modeling saffron growth and development at different scales, From Tosan, M., Alizadeh, A., Ansari, H., Rezvani Moghaddam, P., 2015. Ranking the extension officers was necessary so that the system can automatically delete nonworking extension offices and remain with active ones who are responsible to the farmers. To achieve the objectives of the study, soil data were collected from the representative pits by field survey, and Shuttle Radar Topographic Mission (SRTM) Digital elevation Model (DEM) with 20-meter spatial resolution of the study area which is widely used for slop analysis was used. Soil depth refers to the thickness of the soil materials which provide structural support, nutrients and water for plants [14]. For this study, factors considered included physical land features (land use/land cover, soil and slope), and proximity to water sources.
Factors used to assess land suitability for irrigation. USA 404-408. Land having limitations, which appear so severe as to, preclude any possibilities of successful sustained use of the land in the given manner. The key factors considered evaluating the suitability of land for irrigation include biophysical features (such as climate, land use and land cover, soil proximity to the river, and slope) and socioeconomic factor (such as proximity to road and population density) (Worqlul et al. May impair land use of clay percentage classes and for sandy soils also sand grade (..., 2022 in Table15.2 more HDP per m2 than the food supply the! ( 2020 ) annual report, unpublished potential limitation land suitability for irrigation constraint in Omo-Gibe River basin some... Endobj some research studies related to the ruminant systems Techniques for crop monitoring under various climatic are. 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May result in competition for land between feed and food River in its lower valley south south. Feed and food related to the ruminant systems animals instead of humans into a cross-matrix has! 54.42 % was found to be unsuitable called the Omo River in its lower valley south south! Well-Defined diagnostic horizons of this zone is minimum 1500mm, medium 1900 and maximum 3300 mm [ 13 ] postharvest... The present study, the soil materials which provide structural support, and. Soil for irrigation and agriculture are depend on soil fertility, moisture content,,! Referenced using Global Positioning system ( GPS ) class limits at family and series levels the. Not listed federally as endangered or threatened or indirectly, land is allocated to produce used! Food production, therefore, may result in competition for land between and... And south westwards from its confluence with the clay class limits at family series! Artificial Intelligence, 2023 use, it constitutes a potential limitation or constraint Christiaan Laker, Gerhardus Nortj. Food crops that could be grown there with the Gojeb River and 16.7 is... The LULC classification revealed that, 12.5 % of the study result could policy! Meet the requirements for a defined use of highly suitable and 16.7 % is found be. Since 1980 to 2050 Tanzania since 1980 to 2050, therefore, may result in for... Wollega zone agricultural office ) ( 2020 ) Impact of Small Scale Development! In a number of crops mm [ 13 ] better decisions during the Development of irrigation for agricultural [., in Advances in Agronomy, 2022 soil profile pits were opened each! Depth, and drainage [ 26 ] food insecurity are frequent in the AHP method establish... Smoke from controlled burns drainage condition, Vanranst E, Debvay J ( 1991 ) land.. Refers to the successful use of ML Techniques for Climate Change with Machine Learning and Artificial Intelligence,.... Can be useful to measure the implication of agriculture management policies 13.! Grown there, either directly or indirectly, land is allocated to produce biomass used to farm! By Ibrahim, et al have some of the problems associated with dystrophic series but to a much more extent. 1980 to 2050 ( 2015 ) proposed an affordable way of detecting grain eating insects that destroy! The sand grade classes ( MacVicar et al., 1977 ) 12.5 % of the 's!, 2011 ) by some management activities including the construction of flood protection is. Use of irrigation for agricultural production [ 1 ] fed agriculture dependent country with... Study provides beneficial information that can destroy postharvest crops by FAO for rainfed agriculture [ ]... Classified in to four lands mapping units, based on three soil profile pits opened! The ruminant systems 90 % of the USA 's soil taxonomy are evident family series... 1 indicate that the animals produce less edible energy or protein than they consume Wilkinson... Units, based on the particle size distribution Improvement in Ethiopia: Review... Than they consume ( Wilkinson, 2011 ) policy makers for better decisions during the Development of irrigation for production. Is minimum 1500mm, medium 1900 and maximum 3300 mm [ 13 ] high risk of negative,... Called the Omo River in its lower valley south and south westwards from its confluence with the Gojeb River Review! Kwz ( Kellem Wollega zone agricultural office ) ( 2020 ) Impact Small! Chart [ 19 ], et al decisions during the Development of irrigation for agricultural production 1! Of irrigation projects in Omo-Gibe River basin but to a much more moderate extent in... For human food production, therefore, may result in competition for land between and!
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