New features in the open source toolkit for developing and evaluating earthquake forecasts

This workflow demonstrates how pyCSEP users can develop multi-resolution Quadtree grids derived from earthquake catalogs. Credit: Tile Map by Carto under CC BY 3.0. Data by OpenStreetMap and contributors within ODbL. Modified from original using QGIS. From Seismic Research Letters (2024). doi: 10.1785/0220240197

An international team of 12 researchers across six institutions recently made valuable improvements to pyCSEP; An exemplary open source software package used to develop and evaluate earthquake prediction experiments.

These improvements significantly enhance the ability of earthquake forecasters to evaluate detailed, region-specific seismic predictions through advanced statistical functions, highlights Dr. Kenny Graham, GNS Statistical Science Seismologist, lead author of the paper published in Seismological Research Letters.

“Using New Zealand as an initial case study, we tested the upgraded pyCSEP code base to base long-term seismic estimates from a global model over a defined geographic area. This new feature provides valuable insight into the predictive skills and comparative performance of global models on a regional scale,” says Dr. Graham. .

Dr. Graham is a key member of the Collaborative for the Study of Earthquake Predictability (CSEP), which is committed to advancing earthquake predictability research through rigorous testing of probabilistic earthquake predictions. The pyCSEP toolkit provides a set of statistical tests that allow researchers to accurately evaluate model performance against observed earthquakes. The tool provides a strict, community-accepted set of rules on how to evaluate earthquake forecasts.

“These developments represent an important step forward in standardizing and comparing earthquake prediction models globally,” Dr. Graham adds. “The results of this case study demonstrate the practical application of these developments and underscore the power of the improved pyCSEP software package.

“It provides governments and researchers with greater confidence in the validity of their earthquake predictions, which is critical for long-term planning and preparedness to increase resilience to the devastating effects of earthquakes.”

New pyCSEP features include:

Access official earthquake catalogs from Italy (Bolletino Seismico Italiano), New Zealand (GeoNet), and the world (Global Centroid Moment Tensor). Creating multi-resolution spatial prediction networks. Adopting non-Poissonian testing methods. Applying a global seismic model to specific areas to measure regional models. Evaluation of alarm-based models.

More information: Kenny M. Graham et al., New Features in the pyCSEP Toolkit for Developing and Evaluating Earthquake Forecasts, Earthquake Research Letters (2024). doi: 10.1785/0220240197

Citation: New Features in the Open Source Toolkit for Developing and Evaluating Earthquake Predictions (2024, October 8) Retrieved October 8, 2024 from https://phys.org/news/2024-10-features-source-toolkit-earthquake.html

This document is subject to copyright. Notwithstanding any fair dealing for the purpose of private study or research, no part may be reproduced without written permission. The content is provided for information purposes only.

What Are The Main Benefits Of Comparing Car Insurance Quotes Online

LOS ANGELES, CA / ACCESSWIRE / June 24, 2020, / Compare-autoinsurance.Org has launched a new blog post that presents the main benefits of comparing multiple car insurance quotes. For more info and free online quotes, please visit https://compare-autoinsurance.Org/the-advantages-of-comparing-prices-with-car-insurance-quotes-online/ The modern society has numerous technological advantages. One important advantage is the speed at which information is sent and received. With the help of the internet, the shopping habits of many persons have drastically changed. The car insurance industry hasn't remained untouched by these changes. On the internet, drivers can compare insurance prices and find out which sellers have the best offers. View photos The advantages of comparing online car insurance quotes are the following: Online quotes can be obtained from anywhere and at any time. Unlike physical insurance agencies, websites don't have a specific schedule and they are available at any time. Drivers that have busy working schedules, can compare quotes from anywhere and at any time, even at midnight. Multiple choices. Almost all insurance providers, no matter if they are well-known brands or just local insurers, have an online presence. Online quotes will allow policyholders the chance to discover multiple insurance companies and check their prices. Drivers are no longer required to get quotes from just a few known insurance companies. Also, local and regional insurers can provide lower insurance rates for the same services. Accurate insurance estimates. Online quotes can only be accurate if the customers provide accurate and real info about their car models and driving history. Lying about past driving incidents can make the price estimates to be lower, but when dealing with an insurance company lying to them is useless. Usually, insurance companies will do research about a potential customer before granting him coverage. Online quotes can be sorted easily. Although drivers are recommended to not choose a policy just based on its price, drivers can easily sort quotes by insurance price. Using brokerage websites will allow drivers to get quotes from multiple insurers, thus making the comparison faster and easier. For additional info, money-saving tips, and free car insurance quotes, visit https://compare-autoinsurance.Org/ Compare-autoinsurance.Org is an online provider of life, home, health, and auto insurance quotes. This website is unique because it does not simply stick to one kind of insurance provider, but brings the clients the best deals from many different online insurance carriers. In this way, clients have access to offers from multiple carriers all in one place: this website. On this site, customers have access to quotes for insurance plans from various agencies, such as local or nationwide agencies, brand names insurance companies, etc. "Online quotes can easily help drivers obtain better car insurance deals. All they have to do is to complete an online form with accurate and real info, then compare prices", said Russell Rabichev, Marketing Director of Internet Marketing Company. CONTACT: Company Name: Internet Marketing CompanyPerson for contact Name: Gurgu CPhone Number: (818) 359-3898Email: [email protected]: https://compare-autoinsurance.Org/ SOURCE: Compare-autoinsurance.Org View source version on accesswire.Com:https://www.Accesswire.Com/595055/What-Are-The-Main-Benefits-Of-Comparing-Car-Insurance-Quotes-Online View photos