Data|Driven Landslide Nowcasting at the Global Scale

Data-Driven Landslide Nowcasting at the Global Scale - Frontiers

LHASA version 2 provides a nearly real-time view of global landslide hazard for a variety of stakeholders.

Data-driven landslide nowcasting at the global scale

data-driven approach to landslide nowcasting at the global scale. Machine learning is now widely. 86 used in landslide susceptibility mapping (Korup and ...

Data-driven landslide nowcasting at the global scale

Landslides affect nearly every country in the world each year. To better understand this global hazard, the Landslide Hazard Assessment for Situational ...

Data-Driven Landslide Nowcasting at the Global Scale

LHASA version 1 categorizes the world's land surface into three ratings: high, moderate, and low hazard with a single decision tree that first determines if the ...

Data-Driven Landslide Nowcasting at the Global Scale - OUCI

Landslides affect nearly every country in the world each year. To better understand this global hazard, the Landslide Hazard Assessment for Situational ...

Data-Driven Landslide Nowcasting at the Global Scale - Altmetric

Data-Driven Landslide Nowcasting at the Global Scale. Published in. Frontiers in Earth Science, May 2021. DOI, 10.3389/feart.2021.640043. Authors. Thomas A ...

Data-Driven Landslide Nowcasting at the Global Scale - Altmetric

Data-Driven Landslide Nowcasting at the Global Scale. Overview of attention for article published in Frontiers in Earth Science, May 2021. Altmetric Badge ...

[PDF] Advances in landslide nowcasting: evaluation of a global and ...

The increasing availability of remotely sensed data offers a new opportunity to address landslide hazard assessment at larger spatial scales ... data-driven ...

data-driven nowcasting of deep-seated landslide deformation

There is a long road ahead for the large scale implementation of machine learning in landslide nowcasting and Early Warning Systems. However, a future, ...

A Global Landslide Nowcasting System using Remotely Sensed ...

... landslide activity at the global scale every 30 minutes. This model utilizes ... © The SAO/NASA Astrophysics Data System. adshelp[at]cfa.harvard.edu. The ...

nasa/LHASA: Landslide Hazard Analysis for Situational Awareness

"Data-Driven Landslide Nowcasting at the Global Scale." Frontiers in Earth ... LHASA 1.1 requires the use of 2 data files, the 95th percentile rainfall and the ...

NASA machine learning model doubles accuracy of global landslide ...

It combined satellite precipitation data with a global landslide susceptibility map to produce its nowcasts. It made its predictions using ...

Global Landslide Nowcast from LHASA L4 1 day 1 km x 1 ... - Data.gov

The Landslide Hazard Analysis for Situational Awareness (LHASA) model identifies locations with high potential for landslide occurrence at a daily temporal ...

Machine learning model doubles accuracy of global landslide ...

It combined satellite precipitation data with a global landslide susceptibility map to produce its nowcasts. ... level population data so ...

Machine-learning-based nowcasting of the Vögelsberg deep-seated ...

Last, we provide recommendations for future data-driven landslide nowcasting ... K.: Data-Driven Landslide Nowcasting at the Global Scale, Front.

New Machine Learning Model Doubles Accuracy of Global ...

It combined satellite precipitation data with a global landslide susceptibility map to produce its nowcasts. It made its predictions using ...

Space-time data-driven modeling of precipitation-induced shallow ...

Data-driven landslide nowcasting at the global scale. Front. Earth ... data-driven landslide susceptibility modelling – benefits of exploring ...

Global Landslide Nowcast from LHASA L4 1 day 1 km x 1 ... - Data.gov

Data Last Modified, 2023-03-24. Category, Landslide Project, geospatial. Public Access Level, public. Bureau Code, 026:00. Metadata Context, https://project- ...

Global Landslide Catalog - ArcGIS Hub

Global Landslide Nowcast, "Nowcast” is created by comparing GPM data from ... The National Risk Index Counties feature layer contains county-level data ...

Evaluation of a global and regional modeling approach | Request PDF

Data-driven statistical landslide susceptibility approaches assess ... scale areas using the same data-driven model and the same environmental ...