Roh Santoso Budi Waspodo
Department Of Agricultural Engineering And Biosystem, Faculty Of Agricultural Technology, IPB University, Bogor, West Java, Indonesia

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Evaluasi Kesesuaian Lahan untuk Pendugaan Debit Mata Air Menggunakan Metode Inferensia Fuzzy Sugeno Rachmaniah, Meuthia; Giam, Winda; Waspodo, Roh Santoso Budi
Jurnal Ilmu Komputer dan Agri-Informatika Vol 1, No 2 (2012)
Publisher : Departemen Ilmu Komputer IPB

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1289.421 KB)

Abstract

Penelitian ini dilakukan untuk mengidentifikasi tingkat debit sumber mata air berkualitas. Debit mata air dihitung berdasarkan jumlah tanaman, tingkat air tanah, dan sudut topografi dengan menggunakan metode inferensia fuzzy Sugeno. Untuk memverifikasi analisis dan hasilnya, telah dikembangkan aplikasi yang menggunakan aplikasi APMA-Fuzzy. Data survei lapangan yang digunakan diperoleh dari desa Balumbangjaya dan Situgede. Selanjutnya, data dianalisis dengan menggunakan fungsi keanggotaan fuzzy Sugeno. Aturan fuzzy dibuat dengan bantuan seorang ahli mata air. Konsep aturan adalah bahwa semakin besar nilai masukan, semakin besar pula nilai keluarannya. Analisis canggih dilakukan untuk menentukan akurasi dan reliabilitas metode fuzzy Sugeno yang digunakan dalam aplikasi. Hasilnya adalah bahwa setiap data dari tiga belas data survey lapangan memiliki akurasi lebih dari 50%, sedangkan akurasi rata-ratanya adalah 77,53%. Dengan demikian, aplikasi yang dikembangkan dalam penelitian ini layak dan aturan yang telah dibuat juga terbukti benar.Kata kunci: fungsi keanggotaan, fuzzy Sugeno, mata air, tingkat debit.
MITIGATION MODEL DEVELOPMENT AND DROUGHT EFFECT ANTICIPATION AT TRENGGALEK REGENCY Waspodo, Roh Santoso Budi; Dewi, Vita Ayu Kusuma; Pratama, Galih Bhekti Sula
Jurnal Sains dan Teknologi Mitigasi Bencana Vol 14, No 2 (2019): Jurnal Sains dan Teknologi Mitigasi Bencana
Publisher : Badan Pengkajian dan Penerapan Teknologi (BPPT)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (605.726 KB) | DOI: 10.29122/jstmb.v14i2.3724

Abstract

The farm is an important sector that affects economic growth. El-Nino and La-Nina climate anomalies have an impact on the farm such as drought. Actions to overcome the limiting factors on marginal land need to be done through technologies application on soil conservation and water management, balanced soil nutrient management and a better understanding of climate anomalies. Therefore, mitigation models development and anticipation of the effects of drought need to be carried out to provide an alternative technology. The research stages was biophysical conditions analysis, hydrological and geological data analysis, and formulation of drought mitigation technology. Based on the research, there is a drought potential that needs to be anticipated. Technology that could be applied are water reservoirs, dykes, infiltration canals, rorak, slot mulch, and reservoir. Soil and water conservation technology can increase groundwater. Method that have a significant impact is making embankments with mulch, which can increase the soil water content up to 56%. Keywords: Drought, Farm, Groundwater, Trenggalek
Rancangan Sistem Irigasi Evaporatif untuk Tanaman Lada Amalia, Regina; Waspodo, Roh Santoso Budi; Setiawan, Budi Indra
Jurnal Irigasi Vol 15, No 1 (2020): Jurnal Irigasi
Publisher : Balai Teknik Irigasi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31028/ji.v15.i1.45-54

Abstract

One of the obstacles in providing irrigation water is the difficulty in determining the right parameters to be used in the controlling of timing and amount of irrigation water according to crop needs. One of the alternative parameters that could be considered in order to meet the water needs of plants is the irrigation control based on evaporation. This study aims to produce an evaporative irrigation system design and determine the crop coefficients of pepper. The drip irrigation network consists of a supply tank and distribution pipes that provide water to the plant pots. The network valve opening and closing arrangements are made based on the evaporation in the supply tank. This research was conducted in a plant house for 5 months by observing the observations made on the water balance components, including the rate of evaporation which is measured based on changes in the water level in the water supply tank. The results showed that the evapotranspiration outside the houseplant was greater than that in the plant house. At the beginning of planting pepper, the evapotranspiration was 5.2 mm/day in the plant house and 4.9 mm/day outside. The average evapotranspiration during observation inside the plant house was 4.1 mm/day and 3.8 mm/day outside. Meanwhile, evaporation outside the plant house is smaller than that inside the plant house which ranges from 2-5 mm/day. Provision of water with this evaporative irrigation system of 5.2 mm/day has been able to meet the needs of 4.1 mm/day of evapotranspiration water for pepper plants. The provision of water has been able to encourage the growth of primary branches and flowering. Normal pepper plant growth during this study with calculated crop coefficients ranging from 0.1–0.7.
Rainwater Harvesting as Alternative Clean Water Sources in the Bekasi Watershed Dea Evantri; M. Yanuar Jawardi Purwanto; Roh Santoso Budi Waspodo; Nora Herdiana Pandjaitan
Jurnal Keteknikan Pertanian Vol. 9 No. 2 (2021): Jurnal Keteknikan Pertanian
Publisher : PERTETA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19028/jtep.09.2.73-78

Abstract

Panen air hujan merupakan salah satu upaya yang ditujukan untuk mengurangi limpasan permukaan dan meningkatkan ketersediaan air. Panen air hujan menjadi salah satu alternative untuk memenuhi kebutuhan air masyarakat dan mengurangi penggunaa air dari PDAM ataupun air tanah. Perencanaan panen air hujan di wilayah DAS Bekasi Hulu bertujuan untuk memenuhi kebutuhan air masyarakat DAS Bekasi Hulu yang selama ini memanfaatkan air PDAM. Perencanaan panen air dihitung berdasarkan besar kebutuhan air dan jumlah volume air hujan yang dapat tertampung. Dimensi bak penampungan direncanakan adalah dengan kapasitas tampung 4 m3 dengan tinggi 160 cm tebal dinding 3 cm. Hasil perhitungan kebutuhan air penduduk DAS Bekasi hulu pada tahun 2018 adalah sebesar 73 juta m3/tahun setara dengan 110 milyar rupiah tarif PDAM. Dengan adanya perencanaan panen hujan maka diperoleh besar air hujan tertampung setiap tahunnya adalah sebesar 7.8 juta m3/tahun. Berdasarkan penelitian ini masyarakat dapat menghemat biaya air sebesar 11% dari total biaya yang dikeluarkan untuk biaya air PDAM. Pemanenan air hujan dapat diterapkan di wilayah DAS Bekasi Hulu dan sudah saatnya untuk disosalisasikan kepada masyarakat.
Evaluasi Kesesuaian Lahan untuk Pendugaan Debit Mata Air Menggunakan Metode Inferensia Fuzzy Sugeno Meuthia Rachmaniah; Winda Giam; Roh Santoso Budi Waspodo
Jurnal Ilmu Komputer dan Agri-Informatika Vol 1 No 2 (2012)
Publisher : Departemen Ilmu Komputer, Institut Pertanian Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1289.421 KB) | DOI: 10.29244/jika.1.2.62-70

Abstract

Penelitian ini dilakukan untuk mengidentifikasi tingkat debit sumber mata air berkualitas. Debit mata air dihitung berdasarkan jumlah tanaman, tingkat air tanah, dan sudut topografi dengan menggunakan metode inferensia fuzzy Sugeno. Untuk memverifikasi analisis dan hasilnya, telah dikembangkan aplikasi yang menggunakan aplikasi APMA-Fuzzy. Data survei lapangan yang digunakan diperoleh dari desa Balumbangjaya dan Situgede. Selanjutnya, data dianalisis dengan menggunakan fungsi keanggotaan fuzzy Sugeno. Aturan fuzzy dibuat dengan bantuan seorang ahli mata air. Konsep aturan adalah bahwa semakin besar nilai masukan, semakin besar pula nilai keluarannya. Analisis canggih dilakukan untuk menentukan akurasi dan reliabilitas metode fuzzy Sugeno yang digunakan dalam aplikasi. Hasilnya adalah bahwa setiap data dari tiga belas data survey lapangan memiliki akurasi lebih dari 50%, sedangkan akurasi rata-ratanya adalah 77,53%. Dengan demikian, aplikasi yang dikembangkan dalam penelitian ini layak dan aturan yang telah dibuat juga terbukti benar. Kata kunci: fungsi keanggotaan, fuzzy Sugeno, mata air, tingkat debit.
Prediksi cadangan air tanah berdasarkan hasil pendugaan geolistrik di Kabupaten Grobogan, Jawa Tengah Ngudi Aji Jaka Yuwana; Nora Herdiana Pandjaitan; Roh Santoso Budi Waspodo
JURNAL SUMBER DAYA AIR Vol 13, No 1 (2017)
Publisher : Bina Teknik Sumber Daya Air, Kementerian Pekerjaan Umum dan Perumahan Rakyat

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (2133.003 KB) | DOI: 10.32679/jsda.v13i1.139

Abstract

One of the solutions for water shortage in Grobogan District is groundwater utilization. Excessive groundwater pumping will decrease groundwater level and trigger a landsubsidence. It is necessary to conduct hydrogeological study to determine the groundwater storage in this area. The purpose of this research were to determine the hydrogeological conditions, aquifer characteristics and potential of groundwater storage in Grobogan district. This research used geoelectrical method to identify rock characteristics. The results showed that the geological formation in Grobogan district consisted of Qa, Tmpk, Tmpl, Tps, Tmw and Qp. Grobogan district had 5 aquifers system, there are: poorly productive aquifers, moderately productive aquifers, locally productive aquifers, extensive productive aquifers and region without exploitable groundwater. The aquifer layer consisted of sand, marl sandy, silty sand and calcareous sand. The unconfined aquifer was located at 1,2 - 58 m from soil surface with average thickness of 13,54 m and the hydraulic conductivity of 3,54 m/day. The confined aquifer depth can be estimated between 29 - 174 m from soil surface with average thickness of 37,4 m and the hydraulic conductivity of 3,87 m/day.The predicted groundwater storage in Grobogan district of unconfined aquifer was 401,33 l/sec and confined aquifer was 1.804,95 l/sec.
ARTIFICIAL NEURAL NETWORK APPLICATION FOR THE ESTIMATION OF ANNUAL RAINFALL DATA UNRECORDED IN CISADANE WATERSHED Elhamida Rezkia Amien; Roh Santoso Budi Waspodo; Budi Indra Setiawan; Rudi Yanto
Jurnal Teknik Sipil dan Lingkungan Vol. 1 No. 1: April 2016
Publisher : Departemen Teknik Sipil dan Lingkungan, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (407.46 KB) | DOI: 10.29244/jsil.1.1.33-41

Abstract

Naturally in a watershed rainfall distributes spatially. To know rainfall in the watershed needs information from many installed rain gauges. However, rainfall data is found not completely recorded. It is then important to estimate missing or unrecorded  rainfall data. This study aims to estimate annual rainfall data in stations by using ANN (Artificial Neural Network). This study was conducted in Cisadane watershed. This study perfomed using rainfall data for 14  periods, the location of rainfall post (coordinates and elevation), DEM map, and watershed map. Data processing and analyzing performed using Ms. Excel 2010, ArcGIS 10.0, and BackPropogation Neural Network 1.0 program. Data used as input in ANN to estimates unrecorded rainfall data were coordinates (X,Y) and elevation (Z) of each rainfall post. ANN can be used to predict the amount of rainfall in cisadane watershed marked with a value of determination (R2) 0,97. After all data complete, average of rainfall in Cisadane watershed can be calculate using arithmetic, thiessen polygon, and isohyet. The amount of rainfall watershed in Cisadane using the arithmetic mean produce rainfall of 2.609 mm, with Thiessen Polygon of 2.539 mm, and with Isohyets of 2.594 mm. Keywords: ANN, annual rainfall, Cisadane watershed, estimation of rainfall 
PREDICTION OF GROUNDWATER STORAGE IN CISADANE WATERSHED Dimas Ardi Prasetya; Roh Santoso Budi Waspodo; Satyanto Krido Saptomo
Jurnal Teknik Sipil dan Lingkungan Vol. 1 No. 2: Agustus 2016
Publisher : Departemen Teknik Sipil dan Lingkungan, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (875.509 KB) | DOI: 10.29244/jsil.1.2.59-68

Abstract

Water is very important for human beings.Sources of fresh water that can be used are only 3% of the total water availability on earth, and 12% from that quantity are soureces of groundwater. Groundwater is one of the water resources that very important in sufficient human needs, such as domestic, agriculture or industry. Geoelectric is one of methods for groundwater investigation. The purposes of this research are to identify litholgy of soil layer, thickness of aquifer position on research location, determining hydraulic soil conductivity value and predict the groundwater reserve potential in Cisadane Watershed. This research was conducted in several steps, such as collected data and analysis data. The processed data was the secondary geoelectrical data with schlumberger method. Calculation of groundwater storage using geoelectric and Darcy’s law. Aquifer thickness layer obtained from the average content aquifer layer on research location, so it can represents the thickness of the aquifer. From the calculation result obtained groundwater reserve prediction amounted to 2.46 m3/second for unconfined aquifer and 8.64 m3/second for confined aquifer.
Analysis of Recharge Potention in Upper Cisadane Watershed Radius Pranoto; Satyanto Krido Saptomo; Roh Santoso Budi Waspodo
Jurnal Teknik Sipil dan Lingkungan Vol. 1 No. 2: Agustus 2016
Publisher : Departemen Teknik Sipil dan Lingkungan, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (952.177 KB) | DOI: 10.29244/jsil.1.2.69-82

Abstract

ABSTRACT                Human disturbance such as land use changes, urbanization, and deforestation degrade Upper Cisadane Watershed. It also causes degradation of recharge area, decrease infiltration and increase runoff. The aims of this research were to (1) identify the criticality of recharge area; and (2) analyze the potential of water recharge in Upper Cisadane Watershed. The criticality of recharge area had been identified  refers to regulation of the Minister of Forestry, Republic of Indonesia Number: P.32/MENHUT-II/2009 by scoring and overlaying of slope, soil type, rainfall, and land use map. The amount of water recharge potential was predicted by the equation issued by IWACO and WASECO (1990).             The result showed that distribution of criticality of recharge area in Upper Cisadane Watershed in 2006, 2009, and 2013 were: (1) good: 24.7%, 24.7%, 23.6%; normal: 6.9%, 6.2%, 3.7%; (3) ranging critical: 17.9%, 17.8%, 19.4%, (4) rather critical: 25.0%, 24.9%, 30.7%; (5) critical: 23.9%, 24.5%, 22.0%; and (6) very critical:  1.9%, 2.0%, 0.7% respectively. The magnitude of the potential of water recharge on average in the recharge area was in good condition; 154.5 x 106 m3, normal; 33.9 x 106 m3, ranging critical; 94.6 x 106 m3, rather critical; 130.9 x 106 m3, critical; 98.2 x 106 m3, very critical; 6.2 x 106 m3. Upper Cisadane Watershed has a potential of annual water recharge was 511.7 x 106  to 569.2 x 106 m3/year or around 14% - 15.6%   of total rainfall, with an average change in the potential of water recharge from the simulation based on the condition of recharge area in 2006-2009 decreased -0.04%, in 2009-2013 decreased -3.2% and in 2006-2013 decreased -3.3%.Keywords: recharge area, infiltration, runoff, criticality.
Prediction of Groundwater Storage in Gabus Wetan Subdistrict, Indramayu Regency, West Java Province, Indonesia Septian Fauzi Dwi Saputra; Roh Santoso Budi Waspodo; Budi Indra Setiawan
Jurnal Teknik Sipil dan Lingkungan Vol. 1 No. 3: Desember 2016
Publisher : Departemen Teknik Sipil dan Lingkungan, IPB University

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (3847.797 KB) | DOI: 10.29244/jsil.1.3.147-158

Abstract

Gabus Wetan Subdistrict, Indramayu Regency in West Java Province known as one of rice production center in Indonesia has common problem of surface irrigation water that is unavailable in dry season. It necessary to find alternative water source from groundwater to increase intensity as well as productivity. The aim of this study were to determine geoelectrical-hydrogeological profiles in form of distribution characteristics of the aquifer indicated by the resistivity of rocks and to predict the groundwater reserve potential in Gabus Wetan, Indramayu Regency. Resulted information can then be used to exploit groundwater for alternative supply of irrigation water. The result of this study shown that the rock resistivity in the area ranging between 1-30 Ωm. The rock aquifers consist of sandy clay, clayey sand, and sand. The shalllow groundwater (unconfined aquifer) are in the range of 3-40 meters below the soil surface having tickness of aquifer in the range of 7-20 meters. The deep groundwater (confined aquifer) can be estimated at the depth of more than 60 meters below the soil surface having tickness more than 40 meters. The hydraulic conductivity is estimated 20 m/day for unconfined aquifer and confined aquifer. The predicted groundwater storage of unconfined aquifer was about 31,687.2 m3/day or 0.37 m3/sec and confined aquifer 99,382.6 m3/day or 1.15 m3/sec.Keywords: aquifer,  groundwater, hydrogeology, hydraulic conductivity, resistivity