1. 2. 3. 4. 5. 6. © Spatial Estimation Of Global Solar Radiation Using Geostatistics Rehman, S; Ghori, SG PERGAMON-ELSEVIER SCIENCE LTD, RENEWABLE ENERGY;

Slides:



Advertisements
Similar presentations
© 1,2,4-Trimethylbenzene Transformation Reaction Compared With Its Transalkylation Reaction With Toluene Over USY Zeolite Catalyst Al-Khattaf, S; Tukur,
Advertisements

Spatial Interpolation
© Wind Resource Assessment Of Eastern Coastal Region Of Saudi Arabia Elhadidy, MA; Shaahid, SM ELSEVIER SCIENCE BV, DESALINATION; pp: ; Vol: 209.
© SEDIMENT COMPOSITION AND METAL CONCENTRATIONS IN MANGROVE LEAVES FROM THE SAUDI COAST OF THE ARABIAN GULF SADIQ, M; ZAIDI, TH ELSEVIER SCIENCE BV, SCIENCE.
© Survey Of Thermodynamic Methods To Improve The Efficiency Of Coal-Fired Electricity Generation Rosen, MA; Dincer, I PROFESSIONAL ENGINEERING.
Spatial Interpolation of monthly precipitation by Kriging method
1. © KUWAITI OIL FIRES - AIR-QUALITY MONITORING AMIN, MB; HUSAIN, T PERGAMON-ELSEVIER SCIENCE LTD, ATMOSPHERIC ENVIRONMENT; pp: ; Vol: 28 King.
© Moisture Diffusion Into Aluminum Powder-Filled Epoxy Adhesive In Sodium Chloride Solutions Kahraman, R; Al-Harthi, M ELSEVIER SCI.
© Effect Of Platinum On The Oxide-To-Metal Adhesion In Thermal Barrier Coating Systems Tawancy, HM; Ui-Hamid, A; Abbas, NM; Aboelfotoh, MO SPRINGER, JOURNAL.
© Feasibility Study Of Hybrid Retrofits To An Isolated Off-Grid Diesel Power Plant Rehman, S; El-Amin, IM; Ahmad, F; Shaahid, SM; Al-Shehri, AM; Bakhashwain,
© Determination Of Poisonous Metals In Wastewater Collected From Paint Manufacturing Plant Using Laser-Induced Breakdown Spectroscopy Gondal, MA; Hussain,
© Univariate Modeling And Forecasting Of Monthly Energy Demand Time Series Using Abductive And Neural Networks Abdel-Aal, RE PERGAMON-ELSEVIER SCIENCE.
1. 2. © Sequential Injection Spectrophotometric Assay Of Bromazepam Complexed With Iron(II) In Hydrochloric Acid With Chemometric Optimization Sultan,
Dataset Development within the Surface Processes Group David I. Berry and Elizabeth C. Kent.
© Chemometric Optimization Of A SIA Promethazine Hydrochloride Assay Method Idris, AM; Assubaie, FN; Sultan, SM ELSEVIER SCIENCE BV,
1. © Solids Suspension In Stirred Tanks With Pitched Blade Turbines Sharma, RN; Shaikh, AA PERGAMON-ELSEVIER SCIENCE LTD, CHEMICAL ENGINEERING SCIENCE;
© Predicting Defect-Prone Software Modules Using Support Vector Machines Elish, KO; Elish, MO ELSEVIER SCIENCE INC, JOURNAL OF SYSTEMS AND SOFTWARE; pp:
© Corrosion Properties Of HVOF-Coated Steel In Simulated Concrete Pore Electrolyte And Concentrated Chloride Environments Khaled, MM; Yibas, BS ELSEVIER.
© Economic Analysis Of Hybrid Photovoltaic-Diesel-Battery Power Systems For Residential Loads In Hot Regions - A Step To Clean Future Shaahid, SM; Elhadidy,
© Effect Of Sinusoidal Perturbations Of Feed Concentration On Multi-Substrate Carbon Oxidation And Nitrification Process In An Upflow Packed-Bed.
© Modeling And Forecasting Electric Daily Peak Loads Using Abductive Networks Abdel-Aal, RE ELSEVIER SCI LTD, INTERNATIONAL JOURNAL OF.
© Hourly Temperature Forecasting Using Abductive Networks Abdel-Aal, RE PERGAMON-ELSEVIER SCIENCE LTD, ENGINEERING APPLICATIONS OF.
Geo479/579: Geostatistics Ch4. Spatial Description.
Thunderstorm Distribution And Frequency In Saudi Arabia
© ADSORPTIVE DIFFERENTIAL-PULSE STRIPPING VOLTAMMETRY OF NORFLOXACIN AND ITS ANALYTICAL APPLICATION JABER, AMY; LOUNICI, A ROYAL SOC CHEMISTRY, ANALYST;
© RD Activities Of Fuel Cell Research At KFUPM Zaidi, SMJ; Rahman, SU; Redhwi, HH ELSEVIER SCIENCE BV, DESALINATION; pp: ; Vol:
© TOWARDS A CANONICAL ELASTOPLASTIC DAMAGE MODEL TAHER, SEF; BALUCH, MH; ALGADHIB, AH PERGAMON-ELSEVIER.
© Kinetic Modeling Of CO Oxidation On Pt/CeO2 In A Gradientless Reactor Shalabi, MA; Harji, BH; Kenney, CN JOHN WILEY SONS LTD, JOURNAL OF.
© A Worldwide Perspective On Energy, Environment And Sustainable Development Dincer, I; Rosen, MA JOHN WILEY SONS LTD, INTERNATIONAL JOURNAL OF ENERGY.
© Modelling Energy Expenditure During Cycling Al-Haboubi, MH TAYLOR FRANCIS LTD, ERGONOMICS; pp: ; Vol: 42 King Fahd University.
© Energy, Environment And Sustainable Development Dincer, I; Rosen, MA ELSEVIER SCI LTD, APPLIED ENERGY; pp: ; Vol: 64 King Fahd University of Petroleum.
1. © Measurement Of Acoustical Characteristics Of Mosques In Saudi Arabia Abdou, AA ACOUSTICAL SOC AMER AMER INST PHYSICS, JOURNAL OF THE ACOUSTICAL SOCIETY.
© PREPARATION AND VISCOSITY BEHAVIOR OF HYDROPHOBICALLY-MODIFIED POLY(VINYL ALCOHOL) (PVA) YAHYA, GO; ALI, SA; ALNAAFA, MA; HAMAD, EZ JOHN WILEY SONS INC,
© Differential Thermal Analysis Of Mullite Formation From Algerian Kaolin Sahnoune, F; Chegaar, M; Saheb, N; Goeuriot, P; Valdivieso,
© Compressibility And Swelling Characteristics Of Al-Khobar Palygorskite, Eastern Saudi Arabia Aiban, SA ELSEVIER SCIENCE BV, ENGINEERING GEOLOGY; pp:
© Optimal Sizing Of Battery Storage For Hybrid (Wind Plus Diesel) Power Systems Elhadidy, MA; Shaahid, SM PERGAMON-ELSEVIER SCIENCE LTD, RENEWABLE ENERGY;
© Effects Of Climate Change And UV-B On Materials Andrady, AL; Hamid, HS; Torikai, A ROYAL SOC CHEMISTRY, PHOTOCHEMICAL PHOTOBIOLOGICAL SCIENCES; pp: 68-72;
1. 2. © Secondary Effluent Treatment By Slowsand Filters: Performance And Risk Analysis Sadiq, R; Husain, T; Al-Zahrani, AM; Sheikh, AK; Farooq, S KLUWER.
© Development And Utilization Of Solar Energy In Saudi Arabia - Review Rehman, S; Halawani, TO KING FAHD UNIV PETROLEUM.
© INTER-CITY COMPARISON OF METALS IN SCALP HAIR COLLECTED AFTER THE GULF-WAR 1991 SADIQ, M; MIAN, AA; ALTHAGAFI, KM MARCEL DEKKER INC, JOURNAL OF ENVIRONMENTAL.
© Decentralized/Stand-Alone Hybrid Wind-Diesel Power Systems To Meet Residential Loads Of Hot Coastal Regions Elhadidy, MA; Shaahid, SM PERGAMON-ELSEVIER.
© Energy And Exergy Use In Public And Private Sector Of Saudi Arabia Dincer, I; Hussain, MM; Al-Zaharnah, I ELSEVIER SCI LTD, ENERGY POLICY;
© Artificial Neural Network Models For Identifying Flow Regimes And Predicting Liquid Holdup In Horizontal Multiphase Flow.
© Evaluation Of Swat Kaolin Deposits Of Pakistan For Industrial Uses Siddiqui, MA; Ahmed, Z; Saleemi, AA ELSEVIER.
© Critical Evaluation Of Simulation Studies In Maintenance Systems Andijani, A; Duffuaa, S TAYLOR FRANCIS LTD, PRODUCTION.
© Simulation Of In-Situ Bioremediation Of Phenol Contaminated Sandy Aquifers.1. Effect Of Sand Sizes Essa, MH; Farooq, S; Nakhla, GF KLUWER ACADEMIC PUBL,
© Analysis Method For Inertial Particle Separator Saeed, F; Al-Garni, AZ AMER INST AERONAUT ASTRONAUT, JOURNAL OF AIRCRAFT;
© Forced Convection From A Rotationally Oscillating Cylinder Placed In A Uniform Stream Mahfouz, FM; Badr, HM PERGAMON-ELSEVIER SCIENCE.
© The Isoxazolidines: The Effects Of Steric Factor And Hydrophobic Chain Length On The Corrosion Inhibition Of Mild Steel In Acidic Medium.
1. 2. © Local Structure And Redox State Of Vanadium In Strontium- Vanadate Glasses Khattak, GD; Tabet, N ELSEVIER SCIENCE BV, JOURNAL OF ELECTRON SPECTROSCOPY.
1. © Performance Of A Stabilized Marl Base: A Case Study Aiban, SA; Wahhab, HIA; Al-Amoudi, OSB; Ahmed, HR ELSEVIER SCI LTD, CONSTRUCTION AND BUILDING.
© Effects Of Confining Pressure And Temperature On Mixed- Mode (I-II) Fracture Toughness Of A Limestone Rode Al-Shayea, NA; Khan, K; Abduljauwad, SN PERGAMON-ELSEVIER.
© Teas: Direct Test On Quality And Antioxidant Activity Using Electron Paramagnetic Resonance Spectroscopy Morsy, MA IOS PRESS, SPECTROSCOPY-AN.
© Joint Determination Of Order Quantity And Reorder Point Of Continuous Review Model Under Quantity And Freight Rate Discounts Darwish, MA PERGAMON-ELSEVIER.
AIRS Land Surface Temperature and Emissivity Validation Bob Knuteson Hank Revercomb, Dave Tobin, Ken Vinson, Chia Lee University of Wisconsin-Madison Space.
© Influence Of Combustion Parameters On NOx Production In An Industrial Boiler Habib, MA; Elshafei, M; Dajani, M PERGAMON-ELSEVIER SCIENCE LTD, COMPUTERS.
© Finite Element Formulation Of A Third Order Laminated Finite Rotation Shell Element Balah, M; Al-Ghamedy, HN PERGAMON-ELSEVIER.
© Prediction Of Asphalt Rheological Properties Using HP-GPC Wahhab, HIAA; Asi, IM; Ali, FM; Al-Dubabi, IA ASCE-AMER SOC CIVIL ENGINEERS,
© Kinetics Of Toluene Methylation Over USY-Zeolite Catalyst In A Riser Simulator Al-Khattaf, S; Rabiu, S; Tukur, NM; Alnaizy, R ELSEVIER SCIENCE SA, CHEMICAL.
© Experimental And Numerical Investigation Of 65 Degree Delta And 65/40 Degree Double-Delta Wings Al-Garni, AZ; Saeed, F;
© Laser-Shock Processing Of Steel Yibas, BS; Shuja, SZ; Arif, A; Gondal, MA ELSEVIER SCIENCE SA, JOURNAL OF MATERIALS PROCESSING TECHNOLOGY; pp:
© Effect Of Geotextiles On The Load-Carrying Capacity And Deformation Characteristics Of Sabkha Soil Aiban, SA; Siddiqi, ZU; Al-Amoudi, OSB; Al-Ahmadi,
© X-RAY PHOTOELECTRON-SPECTROSCOPY STUDY OF SODIUM GERMANATE GLASS CONTAINING COBALT OXIDE SALIM, MA; KHAWAJA, EE ELSEVIER SCIENCE.
© Fluid Flow And Heat Transfer Characteristics In Axisymmetric Annular Diffusers Shuja, SZ; Habib, MA PERGAMON-ELSEVIER SCIENCE LTD, COMPUTERS FLUIDS;
© Effect Of Phase Transitions In Copper-Germanium Thin Film Alloys On Their Electrical Resistivity Tawancy, HM; Aboelfotoh, MO CHAPMAN HALL LTD, JOURNAL.
© Prospects Of Autonomous/Stand-Alone Hybrid (Photo-Voltaic Plus Diesel Plus Battery) Power Systems In Commercial Applications In Hot Regions Shaahid,
Spatial Formulation Of Elastic Multibody Systems With
Performance Tests Of External Moderators Of A PGNAA Setup
Scale: Kilometers.
Scale: Kilometers.
Presentation transcript:

© Spatial Estimation Of Global Solar Radiation Using Geostatistics Rehman, S; Ghori, SG PERGAMON-ELSEVIER SCIENCE LTD, RENEWABLE ENERGY; pp: ; Vol: 21 King Fahd University of Petroleum & Minerals Summary The number of radiation data collection stations is limited due to economic reasons. Hence, there is a need for the spatially continuous mapping of solar radiation by estimation. This paper utilizes a geostatistical technique for the estimation of solar radiation in Saudi Arabia. This technique includes five steps: (i) data collection, (ii) univariate analysis, (iii) experimental variogram calculations and model fitting, (iv) estimation using kriging, and (v) plotting contour maps. Variogram models are fitted to measured variograms for each month of the year. Estimates were obtained at 1500 grid points (30 x 50) between a longitude of degrees E and degrees E, and latitude of degrees N and degrees N for a grid resolution of 55 x 33 km. These values were used to plot the contour maps of solar radiation for each month of the year. To test the performance of the technique, estimates were obtained at the 41 known locations by systematically excluding one of these points from the known data. The error analysis showed a maximum mean deviation between measured and estimated values of (January) and a minimum of (March and October). The mean percent errors were found to vary between a minimum of 0.5% and a maximum of 1.7%. This technique may be expanded for the spatial estimation of solar radiation on regional and continental scales. (C) 2000 Published by Elsevier Science Ltd. References: *US DEP COMM, 1971, P MIAM C REM SENS AKSAKAL A, 1999, RENEW ENERG, V17, P333 ALNASER WE, 1989, ENERGY, V14, P409 ALSADAH FH, 1991, SOL ENERGY, V47, P115 BARR AG, 1996, SOL ENERGY, V56, P213 BASHAHU M, 1994, RENEW ENERG, V4, P425 Copyright: King Fahd University of Petroleum & Minerals;

© BEYER HG, 1995, SOL ENERGY, V55, P9 CASTRODIEZ Y, 1989, SOL ENERGY, V42, P417 CHEN AA, 1994, SOL ENERGY, V53, P455 DAGOSTINO V, 1990, 2 CODATA C GEOM GEOS DAVID M, 1977, GEOSTATISTICAL ORE R DELHOMME JP, 1978, ADV WATER RESOUR, V1, P251 DELHOMME JP, 1979, WATER RESOUR RES, V15, P269 DEUTSCH CV, 1992, GSLIB GEOSTATISTICSL ELLIS JS, 1979, N GA NASA NIT GOH TN, 1979, SOL ENERGY, V22, P105 GOPINATHAN KK, 1988, SOL ENERGY, V41, P499 JOURNEL AG, 1978, MINING GEOSTATISTICS KHOGALI A, 1983, SOL ENERGY, V31, P45 KHOGALI A, 1983, SOL ENERGY, V31, P55 KRIGE DG, 1951, J CHEM METALL MIN SO, V52, P119 LEUNG CT, 1980, SOL ENERGY, V25, P485 LIEBER B, 1996, PETROSYSTEMS WOR MAR, P28 MATHERON G, 1971, CAHIERS CMM MATHERON G, 1973, ADV APPL PROBAB, V5, P439 MOHANDES M, 1998, RENEW ENERG, V14, P179 NOIA M, 1993, SOL ENERGY, V51, P449 NOIA M, 1993, SOL ENERGY, V51, P457 OGELMAN H, 1984, SOL ENERGY, V33, P619 PEREZ R, 1994, SOL ENERGY, V53, P491 REHMAN S, 1997, RENEW ENERG, V12, P461 RIPLEY BD, 1981, SPATIAL STAT SABBAGH JA, 1973, SPAKISTAN J SCI IND, V16 SABBAGH JA, 1977, SOL ENERGY, V19, P307 SHMETZ J, 1989, ATMOS RES, V23, P287 SUCKLING PW, 1985, SOL ENERGY, V35, P491 SWARTMAN RK, 1967, SOL ENERGY, V11, P170 VONDERHAAR TH, 1973, SOL EN DAT WORKSH NO VONDERHAAR TH, 1975, OPTICS SOLAR ENERGY, V68, P18 ZELENKA A, 1992, TECHNIQUES SUPPLEMEN, V1, P261 For pre-prints please write to: Copyright: King Fahd University of Petroleum & Minerals;