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Title: Analysis of errors introduced by geographic coordinate systems on weather numeric prediction modeling

Journal Article · · Geoscientific Model Development (Online)
 [1];  [2];  [3];  [3];  [3];  [1]
  1. Pennsylvania State Univ., University Park, PA (United States). Dept. of Geography. Inst. for CyberScience
  2. Pennsylvania State Univ., University Park, PA (United States). Dept. of Geography. Inst. for CyberScience; National Center for Atmospheric Research, Boulder, CO (United States). Research Application Lab.
  3. Pennsylvania State Univ., University Park, PA (United States). Dept. of Meteorology and Atmospheric Science

Most atmospheric models, including the Weather Research and Forecasting (WRF) model, use a spherical geographic coordinate system to internally represent input data and perform computations. However, most geographic information system (GIS) input data used by the models are based on a spheroid datum because it better represents the actual geometry of the earth. WRF and other atmospheric models use these GIS input layers as if they were in a spherical coordinate system without accounting for the difference in datum. When GIS layers are not properly reprojected, latitudinal errors of up to 21 km in the midlatitudes are introduced. Recent studies have suggested that for very high-resolution applications, the difference in datum in the GIS input data (e.g., terrain land use, orography) should be taken into account. However, the magnitude of errors introduced by the difference in coordinate systems remains unclear. This research quantifies the effect of using a spherical vs. a spheroid datum for the input GIS layers used by WRF to study greenhouse gas transport and dispersion in northeast Pennsylvania.

Research Organization:
Pennsylvania State Univ., University Park, PA (United States)
Sponsoring Organization:
USDOE Office of Fossil Energy (FE); Office of Naval Research (ONR) (United States)
Grant/Contract Number:
FE0013590; N00014-16-1-2543
OSTI ID:
1427989
Journal Information:
Geoscientific Model Development (Online), Vol. 10, Issue 9; ISSN 1991-9603
Publisher:
European Geosciences UnionCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 4 works
Citation information provided by
Web of Science

References (13)

The Shuttle Radar Topography Mission journal January 2007
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
Methane Emissions from Conventional and Unconventional Natural Gas Production Sites in the Marcellus Shale Basin journal January 2016
A One-Dimensional Entraining/Detraining Plume Model and Its Application in Convective Parameterization journal December 1990
Using NHDPlus as the Land Base for the Noah-distributed Model journal August 2009
Environmental Sensor Networks: A revolution in the earth system science? journal October 2006
The Kain–Fritsch Convective Parameterization: An Update journal January 2004
Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave journal July 1997
Overlapping Interests: The Impact of Geographic Coordinate Assumptions on Limited-Area Atmospheric Model Simulations journal June 2013
An Improved Mellor–Yamada Level-3 Model: Its Numerical Stability and Application to a Regional Prediction of Advection Fog journal March 2006
Application of the Weather Research and Forecasting Model for Air Quality Modeling in the San Francisco Bay Area journal September 2013
A time-split nonhydrostatic atmospheric model for weather research and forecasting applications journal March 2008
Comparative Physiological Studies on the Growth of Field Crops: I. Variation in Net Assimilation Rate and Leaf Area between Species and Varieties, and within and between Years journal January 1947

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