https://cds.climate.copernicus.eu/datasets/rean...
12 июл. 2019 г. ... In addition, the input air temperature, air humidity and pressure used to run ERA5-Land are corrected to account for the altitude difference ...
https://www.researchgate.net/post/How_obtain_ER...
4 мая 2020 г. ... How can I know the elevation of a grid point from ERA5-LAND product? With ERA5 I can obtain this parameter through the geopotential height ...
https://www.ecmwf.int/en/era5-land
ERA5-Land provides hourly high resolution information of surface variables. The data is a replay of the land component of the ERA5 climate reanalysis with a ...
https://cds.climate.copernicus.eu/datasets/rean...
ERA5-Land is a reanalysis dataset providing a consistent view of the evolution ... altitude difference between the grid of the forcing and the higher ...
https://cds.climate.copernicus.eu/datasets/rean...
14 июн. 2018 г. ... There are four main sub sets: hourly and monthly products, both on pressure levels (upper air fields) and single levels (atmospheric, ocean-wave ...
https://developers.google.com/earth-engine/data...
ERA5-Land is a reanalysis dataset providing a consistent view of the evolution of land variables over several decades at an enhanced resolution compared to ERA ...
https://www.mdpi.com/2073-4433/16/3/324
The altitudes corresponding to the five pressure layers are around 5000 m, 4000 m, 3000 m, 1500 m, and 500 m, respectively [18]. Atmosphere 16 00324 g001.
https://www.frontiersin.org/journals/ecology-an...
23 февр. 2023 г. ... The spatial range of DEM used in this study is 33.94–45.29°N, 88.81–107.24°E, which can cover the entire the Qilian Mountains (Table 1; Figure 1) ...
https://ice-snow.igras.ru/jour/article/view/122...
This work involving the study of changes in the glacier equilibrium line altitude (ELA) is a continuance of the glaciological parameters of mountain systems ...
https://earthdatahub.destine.eu/collections/era...
ERA5-Land provides land variables evolution over several decades at an enhanced resolution compared to ERA5. The dataset is provided in a ARCO Zarr format ...
ESSD - ERA5-Land: a state-of-the-art global reanalysis dataset for land ...
essd.copernicus.org
ESSD - ERA5-Land: a state-of-the-art global reanalysis dataset for land ...
essd.copernicus.org
Frontiers | Evaluation of ERA5-Land reanalysis datasets for extreme ...
www.frontiersin.org
(a) The elevation of ERA5 and (b) the differences between ERA5 and ...
www.researchgate.net
Example of Ta_5_ref estimates for ERA5-Land grid elevations based on ...
www.researchgate.net
Example of Ta_5_ref estimates for ERA5-Land grid elevations based on ...
www.researchgate.net
| Spatial distribution of ERA5-Land grid points within the QLM ...
www.researchgate.net
ESSD - ERA5-Land: a state-of-the-art global reanalysis dataset for land ...
essd.copernicus.org
ERA5 orography differences in respect to the stations elevation of GHCN ...
www.researchgate.net
YouTube • September 1, 2025 • 32:30
In this hands-on geospatial analysis tutorial, learn how to map and analyze heatwave frequency and intensity using the ERA5-Land reanalysis dataset in Google Earth Engine (GEE). This workflow leverages long-term climate data to detect extreme temperature events, calculate baseline thresholds (P90), and visualize heatwave hotspots across your ...
YouTube • September 8, 2025 • 20:01
🌍 Processing ERA5-Land Climate Reanalysis Data for India 🌡️ I recently developed an R workflow to process ERA5-Land hourly data (1950–present) for India. This script demonstrates how to handle NetCDF climate data and transform it into meaningful insights for climate and environmental research. 🔹 Key steps included: ️ Loading ERA5 ...
YouTube • September 11, 2025 • 18:16
In this video, I’ll show you a fast and efficient way to extract time-series climate data from NetCDF files using Copernicus ECMWF ERA5-Land reanalysis data. We’ll use Pakistan as our region of interest and work with the total precipitation variable, but you can apply the same workflow to any region! 🌍 This tutorial is especially helpful ...
YouTube • June 16, 2025 • 28:41
In this tutorial, we explore how to extract, visualize, and analyze daily wind speed using ERA5 climate reanalysis data in Google Earth Engine. We begin by defining a polygon for our study region, covering parts of the Middle East. The ERA5 Daily Image Collection is used to extract the U and V wind components at 10 meters height from 2010 to ...
YouTube • June 27, 2025 • 05:47
📌 Relative Humidity Analysis in Google Earth Engine | ERA5-Land Climate Data | April 2024 In this Google Earth Engine (GEE) tutorial, we demonstrate how to calculate and visualize Relative Humidity (RH) using ERA5-Land Hourly Climate Data for the Addis Ababa region in Ethiopia during April 2024. Learn how to: Load ERA5-Land hourly data ...
YouTube • September 23, 2024 • 37:02
In this video, we take you step-by-step through a fascinating process of historical climate classification using Google Earth Engine (GEE). We'll dive into the ERA5-Land and MODIS Terra datasets, applying a K-Means clustering model to uncover climate patterns over time (2000-2020). Key Highlights: • Define a region of interest with ...