Validation of global irradiance derived from INSAT-3D over India

被引：8

作者：

Kamath, Harsh G. ^{[1
]}

Srinivasan, J. ^{[1
]}

机构：

[1] Indian Inst Sci, Divecha Ctr Climate Change, CV Raman Ave, Bengaluru 560012, Karnataka, India

来源：

SOLAR ENERGY | 2020年 / 202卷

关键词：

Aerosol optical depth (AOD); INSAT-3D; MERRA-2; Satellite-to-irradiance; Solar assessment; Weather research and forecasting (WRF); SOLAR-RADIATION; HORIZONTAL IRRADIANCE; SKY IRRADIANCE; SATELLITE; MODELS;

D O I：

10.1016/j.solener.2020.03.084

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Geostationary satellites offer the possibility of producing high-frequency time series irradiance datasets, covering a large geographical area. Here, we derive half-hourly global irradiance (GHI) at 4 km spatial resolution from visible channel radiance of INSAT-3D satellite using a semi-empirical model and validate it against 19 ground stations over 2015-16, across India. Our model uses the Advanced Solis clear-sky model with monthly climatological values of modern-era retrospective analysis for research and applications-2 (MERRA-2) aerosol optical depth (AOD) and precipitable water (PW) as inputs. The relative root mean squared error (rRMSE) and relative mean bias error (rMBE) are 24.02% and -0.05%, respectively. Over the validation period, INSAT-3D derived GHI outperformed SARAH-E model and MERRA-2 reanalysis GHI.

引用

页码：45 / 54

页数：10

共 50 条

[31] Validation of INSAT-3D temperature and moisture sounding retrievals using matched radiosonde measurements
Singh, Tarkeshwar
Mittal, Rashmi
Shukla, Munn Vinayak
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2017, 38 (11) : 3333 - 3355
[32] Validation of INSAT-3D and INSAT-3DR Temperature Profile Retrievals Using Ground-Based, Satellite, and Reanalysis Data
Gopikrishnan, G. S.
Kuttippurath, J.
Thapliyal, P. K.
Shukla, M. V.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2023, 128 (22)
[33] Quality Estimates of INSAT-3D Derived Cloud Top Temperature for Climate Data Record
Lima, Chaluparambil B.
Prijith, Sudhakaran S.
Rao, Pamaraju V. N.
Sai, Mullapudi V. R. Sesha
Ramana, Muvva V.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2021, 59 (07): : 5417 - 5422
[34] Quality assessment of Outgoing Longwave Radiation (OLR) derived from INSAT-3D Imager: Impact of GSICS correction
Kumar, Amit
Singh, Virendra
Mukherjee, Sunil
Singh, Randhir
MAUSAM, 2019, 70 (02): : 309 - 320
[35] Radiometric quality evaluation of INSAT-3D imager data
Prakash, Shilpa
Jindal, Deepika
Badal, Neeraj
Kartikeyan, B.
Krishna, B. Gopala
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 2014, 40 (08): : 299 - 305
[36] A New Methodology for Detection of Fog over the Indian Region using INSAT-3D Data
Jindal, Pooja
Shukla, Munn Vinayak
Mitra, Debashis
Hari, Manoj
JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2023, 51 (01) : 1 - 7
[37] Assimilation of INSAT-3D Satellite Data in WRF Model
Lekhadiya, H. S.
Jana, R. K.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES INDIA SECTION A-PHYSICAL SCIENCES, 2020, 90 (03) : 557 - 564
[38] Comparison of GNSS and INSAT-3D sounder retrieved precipitable water vapour and validation with the GPS Sonde data over Indian Subcontinent
Yadav, Ramashray
Puviarasan, N.
Giri, R. K.
Tomar, C. S.
Singh, Virendra
MAUSAM, 2020, 71 (01): : 1 - 10
[39] A New Methodology for Detection of Fog over the Indian Region using INSAT-3D Data
Pooja Jindal
Munn Vinayak Shukla
Debashis Mitra
Manoj Hari
Journal of the Indian Society of Remote Sensing, 2023, 51 : 1 - 7
[40] OPERATIONAL RETRIEVAL OF AEROSOL OPTICAL DEPTH OVER INDIAN SUBCONTINENT AND INDIAN OCEAN USING INSAT-3D/IMAGER AND PRODUCT VALIDATION
Mishra, Manoj K.
Rastogi, Gunjan
Chauhan, Prakash
ISPRS TECHNICAL COMMISSION VIII SYMPOSIUM, 2014, 40-8 : 277 - 282

← 1 2 3 4 5 →