Evaluation of multiple gridded solar radiation data for crop modeling

نویسندگان

چکیده

Solar radiation ( S RAD ) plays a pivotal role for crop growth and development, is, therefore, an indispensable input simulation models. Lack of weather data, particularly , is problematic issue in many agricultural zones. To handle this dearth, there have been recent advances the improvement application gridded which provide realistic alternatives to observed data. The main objective present research was identify most accurate data (GRD) be used modeling. For purpose, six GRD products, comprising AgCFSR, AgERA5, AgMERRA, GLDAS, PGF NASA POWER, were evaluated irrigated rainfed wheat sites across Iran using NWheat model. This one newest models that recently added Decision Support System Agrotechnology Transfer (DSSAT) application. Some GRDs first time current study. comprehensive assessment, different cultivars simulated entire range GRDs. simulations grain yield leaf area compared with . findings showed quality all products appropriate studies; however, normalized root mean square error (NRMSE) ≤ 3.8% Nash-Sutcliffe Efficiency (NSE) ≥ 0.96, had highest accuracy simulation, NRMSE 5.2% NSE 0.92 least quality. major disadvantage AgCFSR AgMERRA their limited temporal period until 2010, so they cannot studies after 2010. Thus, assessed GRD, especially AgERA5 can recommended applying regions unavailable • Multiple solar production DSSAT-NWheat model applied simulations. accuracy. not due coverage.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The Global Gridded Crop Model Intercomparison: data and modeling protocols for Phase 1 (v1.0)

We present protocols and input data for Phase 1 of the Global Gridded Crop Model Intercomparison, a project of the Agricultural Model Intercomparison and Improvement Project (AgMIP). The project includes global simulations of yields, phenologies, and many land-surface fluxes using 12– 15 modeling groups for many crops, climate forcing data sets, and scenarios over the historical period from 194...

متن کامل

Global gridded crop model evaluation: benchmarking, skills, deficiencies and implications

Crop models are increasingly used to simulate crop yields at the global scale, but so far there is no general framework on how to assess model performance. Here we evaluate the simulation results of 14 global gridded crop modeling groups that have contributed historic crop yield simulations for maize, wheat, rice and soybean to the Global Gridded Crop Model Intercomparison (GGCMI) of the Agricu...

متن کامل

Solar Radiation Modeling and Simulation of Multispectral Satellite Data

Fouzia Houma1 and Nour El Islam Bachari2 1National School for Marine Sciences and Coastal Management (ENSSMAL), Campus Dely Ibrahim Bois des Cars, Algiers Laboratory Marine and Coastal Ecosystems, 2Faculty of Biological Sciences, University of Science and Technology Houari Boumediene, USTHB, BP 32 El Alia, Bab Ezzouar Algiers Laboratory analysis and application of radiation (LAAR) USTO, Oran Al...

متن کامل

Solar Radiation Data Modeling with a Novel Surface Fitting Approach

In this work one year hourly solar radiation data are analyzed and modeled. Using a 2-D surface fitting approach, a novel model is developed for the general behavior of the solar radiation. The mathematical formulation of the 2-D surface model is obtained. The accuracy of the analytical surface model is tested and compared with another surface model obtained from a feed-forward Neural Network(N...

متن کامل

Effect of Estimated Daily Global Solar Radiation Data on the Results of Crop Growth Models

The results of previous studies have suggested that estimated daily globalradiation (RG) values contain an error that could compromise the precision of subsequentcrop model applications. The following study presents a detailed site and spatial analysis ofthe RG error propagation in CERES and WOFOST crop growth models in Central Europeanclimate conditions. The research was conducted i) at the ei...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: European Journal of Agronomy

سال: 2022

ISSN: ['1873-7331', '1161-0301']

DOI: https://doi.org/10.1016/j.eja.2021.126419