Effect Model of Rainfall Intensity and Fertilizer Use to NPK Content on the Run-Off
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ISSN: 04532198 Volume 62, Issue 03, April 2020 , 2020 Effect Model of Rainfall Intensity and Fertilizer Use to NPK Content on the Run-off Berlian Gari Amrina1, Riyanto Haribowo2, and EmmaYuliani2 1Master Program in Department of Water Resources, Faculty of Engineering, University of Brawijaya, Malang, Indonesia 2Department of Water Resources, Faculty of Engineering, University of Brawijaya, Malang, Indonesia Abstract—This research intends to investigate the effect of rainfall intensity and fertilizer use to NPL (Nitrogen, Phosphate, and Kalium) content that also carried away together with run-off. Questionnaire about the application of fertilizwe that is commonly used is distributed to farmers. The modeling is carried out by using yje rainfall simulator of hydrology system SK-III Armfield. When the rain is dropped, the run-off will be directly taken as the sample to be tested in the laboratory for knowing the NPK content that is also carried away.The methodology uses linier regression statistical analysis and variance analysis for reaching the aim of research. Result of laboratory test shows that the rainfall intensity and the dose of fertilizer use is influencing tohether to the Nitrogen (R2 = 0.787), Phosphate (R2 = 0.49); and Kalium (R2 = 0.489). Result of variance analysis test indicates that the Nitrogen, Phosphate, and Kalium in run-off is affected by the rainfall intensity and the dose of fertilizer use. .. Keywords— water quality, NPK waste, rainfall intensity, rainfall simulator 1. Introduction Indonesia has long period of rainy season and there is more than six months. This condition needs attention due to regulate an urban region [1]. However, the infrastructure development is carried out for considering the social prosperity of society. Therefore, it is also meant to change the land use. Even though the land use change will cause rainfall that cannot permeate again into soil on the rainy season [3], so it has the potency to cause surface run-off that will be becoming as flood or pool [4][5][6]. In hydrological cycle, the process of infiltration and run-off is one of the urgent processes [7][8]. Recently, the watersheds in Indonesia have the pollution problem due to the excessive human acitivity. Some of the water pollution are come from point or non-point source pollution. Unlike point source pollution, the non point one (NPS) is come from many sources that is spreading from land use activities in the watershed like residence, agriculture, and industry that is predicted has affected river water quality. One of the activities that cab cause the decreasing of water quality is agricultural activity [9]. Irrigation and rainfall can contribute to the pollution mainly the exaggerated fertilizer content [10]. Kaown [11] said that the agricultural activity has proven to produce the high concentration of Nitrate and Phosphate in many places in the world. However, Kim [12] expressed that the intensive agricultural activity by using fertilizer and pesticide has decreased the sirface water quality. Nitrogen, Phosphate, and Kalium are the new nutrient that is very needed for fulfilling the crop demand nutrient [13]. However, the using of nutrient has a number of environmental consequences. Nitrogrn, Phosphate, and Kalium can negatively affect the surface water quality [14]. Non-point source pollution is marked by the random and intermittent event and generally it is affected by many factors like type of soil and fertilizer that is used and the rainfall intensity. This research intends to analyze the water quality due to the agricultural waste as the non-point source pollution. In further, this research intends to investigate the effect of rainfall intensity and 917 B. Gari, R. Haribowo, and E. Yuliani, 2020 TRKU the dose of NPK fertilizer using to the NPK content that carried away with the run-off. To reach the aim, this research will be carried out with modeling by using rainfall simulator in the laboratory scale. 2. Material and Method 2.1. Research Location This research is conducted in Hydrology Laboratory, Department of Water Resources, Faculty of Engineering, University of Brawijaya, Malang-Indonesia, Media of soil that is used is directly taken from agricultural area of Sumber Brantas Village and then it is moved to the rainfall simulator. The case study is selected in begetable agricultural area in Bumiaji District, Batu City. The area of Sumber Brantas Village is 541.1364 ha and in the height of 1,700 mdpl and the rainfall is high. The vegetables in Sumber Brantas consist of carrot and potato that is as the vegetable which is abundant in rainy season. Map of location is presented as in the Figure 1. Figure 1 Map of Sumber Brantas Village 2.2. Research Design The measuring of point source pollutant will has many constraints if it is directly carried out in field. If the sample is tested to the variable of rainfall time or fkood event, it will bw very difficult to be carried out. It is due yo the natural condition that is very uncertainty and it is so dangerous for the researcher himself/ herself. Data that are obtained is primary data from laboratory.that is by using the rainfall simulator with the variation of rainfall and NPK fertilizer content themselves. 2.3. Questionnaire for Farmer Before carrying out the trial in laboratory, there is carried out the interview with the local farmers for obtaining some information about the farmer behavior in using chemical fertilizer. The methodology is survey method by distributing yhe questionnaire on the farmer group. The farmer group consists of 87 persons. The number of person ia used for determining the number of questionnaire sample with the relative error of 1%, For this research, there is used the Isaac and 918 ISSN: 04532198 Volume 62, Issue 03, April 2020 , 2020 Michael and it is obtained the number of respondent is 78 persons. Some information that are obtained from the interviews are as follow: a) Type and merk of chemical fertilizer that is commonly used; b) Content or dose of fertilizer using; c) The treatment to the soil that is fertilized; d) The method of fertilizer using; and e) The government role un controlling the fertilizer using. 2.4. Media of Soil Type of soil in this research is taken from yje place where the questionnaire is distributed that is in Sumber Brantas Village, Bumiaji Districtm Batu City-Indonesia. Agricultural soil in this place is taken as the media for carrying out the modeling. The soil sample will be tested for knowing the soil texture. Generally, by knowing the texture is able to know the porosity, durability against water, water availability, easy or difficult to be prepared infiltration rate, consistency, nutrient content, and water demand. The analysis is carried out by hydrometer trial. This trial is used for determining the classification of soil particle that pass the filter no. 300 and the gradation curve, so it can be known what soil type that is used. The classification of soil texture size is presented as in the Figure 2. Figure 2 Triangle Diagram of Soil Texture Based on the USDA Source: Hardjowigeno [15] The available composition of soil fraction as the result of Hydrometer analysis is plotted on the soil texture triangle so it can be known the soil type that will be used, 2.5. Experiment Design The modeling is carried out by using rainfall simulator. The slope in the rainfall simulator is set on the condition of 5%. The rainfall intensity that is used is the highest rainfall intensity in the Sumber Brantas Village during the last 10 years that is from 2008 until 2017 in the Junggo rainfall station that is 105 mm. If it is conversed in the laboratory scale is proportional with 2 liter/minute. Then, the rainfall ia also simulated when the intensity is 1.5 litre/minutes, and by the end is 0.5 litre/minute. In every rainfall event, the fertilizing dose is also modelled with 3 variations of fertilizing that are soil withput fertilizer, soil with fertilizer that is suitable with the using rule dose (44.8 gr) and by the end the fertilizer using as the result of questionnaire to the farmer (93.33 gr). The fertilizer that is used in this research is the nitrophoska 15-15-15 or it is known as the trade name: basf fertilizer. In every trial, the run-off due to the rainfall will be drop tp the soil surface. When the soil has already saturated, the water will be run-off. The run-off will be taken as the sample by using bottle. From this modeling, there is obtained 12 water samples that will be analyzed in Environmental Laboratory of PT Jasa Tirta I, Malang City. In the experiment, to know how much the content that is held in soil, so the soil sample is taken and will be analyzed in the 919 B. Gari, R. Haribowo, and E. Yuliani, 2020 TRKU laboratory. The content that will be tested is the content of Nitrogen, Phosphate, and Kalium that is dissolved the run-off. 2.6. Data Analysis There are some variables for knowing the effect of rainfall intensity and the dose of fertilizer using to the content of Nitrogen, Phosphate, and Kalium. Yo know how big the effect among the variables, so it is needed to ba carried out the statistical test. The statistical test is used the SPSS (Statistical Package for the Social Sciences) and the method is linier regression and bariance analysis. 3. Result and Discussion 3.1. Soil Type The result of hydrometer analysis test shows that the soil in the agricultural location in Sumber Brantas has the content composition of soil fraction as follow: gravel: 0.00 %, sand: 48.00 %, silt: 45.08 %, and clay: 6.92 %.