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809 Results Found

  • Article
  • Open Access
5 Citations
2,619 Views
16 Pages

9 October 2023

High spatial–temporal resolution surface net radiation (RN) data are of great significance to the study of climate, ecology, hydrology and cryosphere changes on the Tibetan Plateau (TP), but the verification of the surface net radiation product...

  • Proceeding Paper
  • Open Access
3 Citations
3,100 Views
6 Pages

Precipitation is a key component of the hydrological cycle and directly affects water availability and hydrometeorological hazards. The objective of this study is to evaluate the performance of two reanalysis precipitation datasets, ERA5 and ERA5-lan...

  • Article
  • Open Access
3 Citations
2,478 Views
11 Pages

Precipitation serves as a crucial indicator of climate change and a vital part of the water cycle in mountainous regions. ERA5-Land, a cutting-edge global reanalysis dataset designed for land applications, has been extensively utilized in climate-rel...

  • Article
  • Open Access
2 Citations
2,326 Views
18 Pages

21 November 2022

Long-term and high-resolution reanalysis precipitation datasets provide important support for research on climate change, hydrological forecasting, etc. The comprehensive evaluation of the error performances of the newly released ERA5-Land and CRA40-...

  • Article
  • Open Access
7 Citations
4,014 Views
23 Pages

Does ERA5-Land Effectively Capture Extreme Precipitation in the Yellow River Basin?

  • Chunrui Guo,
  • Ning Ning,
  • Hao Guo,
  • Yunfei Tian,
  • Anming Bao and
  • Philippe De Maeyer

21 October 2024

ERA5-Land is a valuable reanalysis data resource that provides near-real-time, high-resolution, multivariable data for various applications. Using daily precipitation data from 301 meteorological stations in the Yellow River Basin from 2001 to 2013 a...

  • Article
  • Open Access
14 Citations
2,879 Views
23 Pages

Comparison of Empirical ETo Relationships with ERA5-Land and In Situ Data in Greece

  • Nikolaos Gourgouletis,
  • Marianna Gkavrou and
  • Evangelos Baltas

3 August 2023

Reference evapotranspiration (ETo) estimation is essential for water resources management. The present research compares four different ETo estimators based on reanalysis data (ERA5-Land) and in situ observations from three different cultivation site...

  • Article
  • Open Access
14 Citations
3,582 Views
20 Pages

Addressing the Spatiotemporal Patterns of Heatwaves in Portugal with a Validated ERA5-Land Dataset (1980–2021)

  • Luis Angel Espinosa,
  • Maria Manuela Portela,
  • Laryssa Mariana Moreira Freitas and
  • Salem Gharbia

29 August 2023

This study presents a comprehensive analysis of heatwaves in mainland Portugal from 1 October 1980 to 30 September 2021 (41 hydrological years). It addresses a research gap by providing an updated assessment using high-resolution reanalysis daily min...

  • Article
  • Open Access
14 Citations
3,533 Views
21 Pages

9 September 2023

Land surface temperature (LST) is a critical parameter for the dynamic simulation of land surface processes and for analyzing variations on regional or global scales. Obtaining LST with high spatiotemporal resolution is a subject of intensive and ong...

  • Article
  • Open Access
36 Citations
7,681 Views
21 Pages

Machine-Learning-Based Downscaling of Hourly ERA5-Land Air Temperature over Mountainous Regions

  • Badr-eddine Sebbar,
  • Saïd Khabba,
  • Olivier Merlin,
  • Vincent Simonneaux,
  • Chouaib El Hachimi,
  • Mohamed Hakim Kharrou and
  • Abdelghani Chehbouni

23 March 2023

In mountainous regions, the scarcity of air temperature (Ta) measurements is a major limitation for hydrological and crop monitoring. An alternative to in situ measurements could be to downscale the reanalysis Ta data provided at high-temporal resolu...

  • Article
  • Open Access
1,013 Views
24 Pages

Spatio-Temporal Evaluation of MSWEP, CHIRPS and ERA5-Land Reveals Regional-Specific Responses Across Complex Topography in Bolivia

  • Álvaro Salazar,
  • Daniel M. Larrea-Alcázar,
  • Angéline Bertin,
  • Nicolas Gouin,
  • Alejandro Pareja,
  • Luis Morales,
  • Oswaldo Maillard,
  • Diego Ocampo-Melgar and
  • Francisco A. Squeo

11 November 2025

Reliable precipitation estimates are critical for climate analysis and ecosystem management in regions with complex topography and limited ground-based observations. Bolivia, where the Andes, inter-Andean valleys, and Amazonian lowlands converge, pre...

  • Article
  • Open Access
1,795 Views
30 Pages

20 August 2025

Given the growing adverse effects of drought on water resources, agriculture, and various sectors, assessing and evaluating drought and producing high-quality drought maps despite the data scarcity to better understand its impacts and develop effecti...

  • Article
  • Open Access
7 Citations
2,726 Views
23 Pages

17 November 2022

Condensation and desublimation are important processes of nocturnal land–atmosphere interactions, energy transfer, and the water cycle, and have important ecological and hydrological roles in mitigating physiological water deficits caused by lo...

  • Article
  • Open Access
8 Citations
5,048 Views
19 Pages

20 February 2024

This research examines the intricate changes in the number of occurrences and cumulative rainfall of exceptional events in Portugal spanning 42 hydrological years (from 1981/1982 to 2022/2023). The study has two primary objectives: assessing the hydr...

  • Article
  • Open Access
5 Citations
2,981 Views
19 Pages

Reservoir ice can have an important impact on the watershed scale and influence hydraulic operations. On the other hand, hydropower generation can also impact the ice regime. In this study, multi-source satellite and ERA5-land data are used to evalua...

  • Article
  • Open Access
1 Citations
1,725 Views
20 Pages

15 June 2025

Reanalysis air temperature data, characterized by temporal continuity but limited spatial resolution, are commonly downscaled to achieve higher spatial resolution to meet the demands of regional climatological studies and related research fields. How...

  • Article
  • Open Access
104 Citations
10,559 Views
20 Pages

24 December 2020

Land surface temperature (LST) plays a critical role in the water cycle and energy balance at global and regional scales. Large-scale LST estimates can be obtained from satellite observations and reanalysis data. In this study, we first investigate t...

  • Article
  • Open Access
55 Citations
8,843 Views
19 Pages

Assessment of Agricultural Drought Using Soil Water Deficit Index Based on ERA5-Land Soil Moisture Data in Four Southern Provinces of China

  • Ruqing Zhang,
  • Lu Li,
  • Ye Zhang,
  • Feini Huang,
  • Jianduo Li,
  • Wei Liu,
  • Taoning Mao,
  • Zili Xiong and
  • Wei Shangguan

It is important to accurately assess agricultural drought because of its harmful impacts on the ecosystem and economy. Soil moisture reanalysis datasets provide an important way to assess agricultural drought. In this study, the ERA5-Land surface and...

  • Article
  • Open Access
514 Views
30 Pages

12 November 2025

Monitoring groundwater dynamics and basin-scale water budget closure is critical for sustainable water resource management, especially in regions facing climate stress and overexploitation. This study examines the temporal variability of total water...

  • Article
  • Open Access
14 Citations
2,813 Views
22 Pages

10 June 2022

Climate change has a strong impact on inland water bodies such as lakes. This means that the increase in lake temperature recorded in recent decades-in Europe as well-can change the evaporation regime of the lakes. This, together with the variation o...

  • Article
  • Open Access
145 Citations
9,916 Views
22 Pages

11 June 2020

Reanalysis data are being increasingly used as gridded weather data sources for assessing crop-reference evapotranspiration (ET0) in irrigation water-budget analyses at regional scales. This study assesses the performances of ET0 estimates based on w...

  • Article
  • Open Access
29 Citations
4,722 Views
19 Pages

17 May 2022

Understanding the spatio-temporal variations in the frost-free period (FFP) and the number of frost days (FD) is beneficial to reduce the harmful effects of climate change on agricultural production and enhancing agricultural adaptation. However, the...

  • Article
  • Open Access
1 Citations
2,248 Views
27 Pages

8 February 2024

The paper evaluates the usability of remote satellite-based and proximal ground-based agrometeorological data sources for precision agriculture and crop production in Croatia. The compared agrometeorological datasets stem from the open-access data so...

  • Proceeding Paper
  • Open Access
710 Views
11 Pages

Multitemporal Analysis of the Dynamics of High-Andean Wetlands in the Metropolitan Region of Chile Using Sentinel-2 Images and ERA5-Land Climate Data

  • Fabián Llanos-Bustos,
  • Leonardo Durán-Garate,
  • Waldo Pérez-Martínez,
  • Jesica Garrido-Leiva and
  • Benjamín Castro-Cancino

1 September 2025

High-Andean wetlands are critical ecosystems for water regulation and carbon storage. This study analyzes the impact of climate variability on vegetation dynamics in eight wetlands located in the Estero Ortiga sub-basin, within the Los Nogales Nature...

  • Article
  • Open Access
2 Citations
2,678 Views
21 Pages

12 January 2023

The quantitative urban system structure in historical periods and the long time-scale urban land area grid dataset with spatial attributes are important for land use and land cover change (LUCC) research. In this study, we aimed to measure the area o...

  • Article
  • Open Access
9 Citations
3,093 Views
19 Pages

The Antarctic Amplification Based on MODIS Land Surface Temperature and ERA5

  • Aihong Xie,
  • Jiangping Zhu,
  • Xiang Qin and
  • Shimeng Wang

14 July 2023

With global warming accelerating, polar amplification is one of the hot issues in climate research. However, most studies focus on Arctic amplification, and little attention has been paid to Antarctic amplification (AnA), and there is no relevant res...

  • Article
  • Open Access
82 Citations
8,386 Views
21 Pages

Cold Bias of ERA5 Summertime Daily Maximum Land Surface Temperature over Iberian Peninsula

  • Frederico Johannsen,
  • Sofia Ermida,
  • João P. A. Martins,
  • Isabel F. Trigo,
  • Miguel Nogueira and
  • Emanuel Dutra

1 November 2019

Land surface temperature (LST) is a key variable in surface-atmosphere energy and water exchanges. The main goals of this study are to (i) evaluate the LST of the European Centre for Medium-Range Weather Forecasts (ECMWF) ERA-Interim and ERA5 reanaly...

  • Article
  • Open Access
7 Citations
3,094 Views
13 Pages

Assessment of ERA5-Land Data in Medium-Term Drinking Water Demand Modelling with Deep Learning

  • Pranav Dhawan,
  • Daniele Dalla Torre,
  • Ariele Zanfei,
  • Andrea Menapace,
  • Michele Larcher and
  • Maurizio Righetti

11 April 2023

Drinking water demand modelling and forecasting is a crucial task for sustainable management and planning of water supply systems. Despite many short-term investigations, the medium-term problem needs better exploration, particularly the analysis and...

  • Article
  • Open Access
4 Citations
2,888 Views
16 Pages

Hydrological Retrospective and Historical Drought Analysis in a Brazilian Savanna Basin

  • Rubens Junqueira,
  • Marcelo R. Viola,
  • Jhones da S. Amorim,
  • Sly C. Wongchuig,
  • Carlos R. de Mello,
  • Marcelo Vieira-Filho and
  • Gilberto Coelho

10 July 2022

Analyzing historical droughts is essential to improve the assessment of future hydrological risks and to understand the effects of climate variability on streamflow. However, prolonged and consistent hydrological time series are scarce in the Brazili...

  • Article
  • Open Access
6 Citations
5,029 Views
16 Pages

21 September 2024

Temperature is a crucial indicator for studying climate, as well as the social and economic changes in a region. Temperature reanalysis products, such as ERA5-Land, have been widely used in studying temperature change. However, global-scale temperatu...

  • Article
  • Open Access
161 Citations
12,907 Views
17 Pages

Climate reanalyses provide key information to calibrate proxy records in regions with scarce direct observations. The climate reanalysis used to perform a proxy calibration should accurately reproduce the local climate variability. Here we present a...

  • Article
  • Open Access
18 Citations
3,286 Views
16 Pages

Assessment of Agricultural Drought Based on Reanalysis Soil Moisture in Southern China

  • Wei Shangguan,
  • Ruqing Zhang,
  • Lu Li,
  • Shulei Zhang,
  • Ye Zhang,
  • Feini Huang,
  • Jianduo Li and
  • Wei Liu

31 March 2022

Accurate assessment of agricultural drought is useful for ecosystem services. This is a successive work of our previous study that assessed agricultural drought using the soil water deficit index (SWDI) based on ERA5-Land in the four southern provinc...

  • Article
  • Open Access
1,413 Views
23 Pages

Cooling of Maximum Temperatures in Six Saudi Arabian Cities (1994–2024)—Reversal of Urban Heat Islands

  • Said Munir,
  • Turki M. A. Habeebullah,
  • Arjan O. Zamreeq,
  • Muhannad M. A. Alfehaid,
  • Muhammad Ismail,
  • Alaa A. Khalil,
  • Abdalla A. Baligh,
  • M. Nazrul Islam,
  • Samirah Jamaladdin and
  • Ayman S. Ghulam

29 October 2025

Urban heat islands (UHIs) intensify thermal stress in cities, particularly in arid and semi-arid regions undergoing rapid urban expansion. The main objectives of this study are to quantify and compare UHI intensity in six major Saudi Arabian cities (...

  • Article
  • Open Access
5 Citations
8,803 Views
21 Pages

10 August 2021

Ordinary Malawians who live in customary land have been suffering from land grabbing due to their weak and ill-defined land rights. Although Malawi has experienced a number of land reforms that should have contributed to strengthening customary land...

  • Article
  • Open Access
11 Citations
2,574 Views
13 Pages

31 March 2023

Many extreme meteorological events are closely related to the strength of land–atmosphere interactions. In this study, the heat exchange regime between the shallow soil layer and the atmosphere over the Qinghai–Tibetan Plateau (QTP) was i...

  • Article
  • Open Access
5 Citations
2,450 Views
23 Pages

28 August 2023

Currently, satellite-based soil moisture (SM) products and land surface model assimilation techniques are widely utilized. However, the presence of systematic errors in the observation process, algorithmic discrepancies between products, and variatio...

  • Article
  • Open Access
8 Citations
3,196 Views
23 Pages

Remote Sensing-Based Multiscale Analysis of Total and Groundwater Storage Dynamics over Semi-Arid North African Basins

  • Abdelhakim Amazirh,
  • Youness Ouassanouan,
  • Houssne Bouimouass,
  • Mohamed Wassim Baba,
  • El Houssaine Bouras,
  • Abdellatif Rafik,
  • Myriam Benkirane,
  • Youssef Hajhouji,
  • Youness Ablila and
  • Abdelghani Chehbouni

4 October 2024

This study evaluates the use of remote sensing data to improve the understanding of groundwater resources in climate-sensitive regions with limited data availability and increasing agricultural water demands. The research focuses on estimating ground...

  • Article
  • Open Access
1,621 Views
21 Pages

Assessing the Accuracy of Gridded Precipitation Products in the Campania Region, Italy

  • Muhammad Shareef Shazil,
  • Muhammad Aleem,
  • Sheharyar Ahmad,
  • Abdullah Abdullah and
  • Roberto Greco

1 September 2025

Accurate precipitation data are essential for hydrological modeling, climate studies, and water resource management. Indeed, there is an increasing focus on understanding shifts in precipitation events to monitor the risks of floods and droughts, as...

  • Article
  • Open Access
9 Citations
3,423 Views
21 Pages

11 May 2021

Inland open water bodies often pose a systematic error source in the passive remote sensing retrievals of soil moisture. Water temperature is a necessary variable used to compute water emissions that is required to be subtracted from satellite observ...

  • Article
  • Open Access
6 Citations
2,148 Views
21 Pages

Comparative Analysis of Three Near-Surface Air Temperature Reanalysis Datasets in Inner Mongolia Region

  • Yanqin Xu,
  • Shuai Han,
  • Chunxiang Shi,
  • Rui Tao,
  • Jiaojiao Zhang,
  • Yu Zhang and
  • Zheng Wang

30 August 2023

Near-surface air temperature is important for climate change, agriculture, animal husbandry, and ecosystems undergoing climate warming in Inner Mongolia. Land surface reanalysis products feature finer spatial and temporal resolutions, that can provid...

  • Article
  • Open Access
15 Citations
4,993 Views
27 Pages

Estimation of the All-Wave All-Sky Land Surface Daily Net Radiation at Mid-Low Latitudes from MODIS Data Based on ERA5 Constraints

  • Shaopeng Li,
  • Bo Jiang,
  • Jianghai Peng,
  • Hui Liang,
  • Jiakun Han,
  • Yunjun Yao,
  • Xiaotong Zhang,
  • Jie Cheng,
  • Xiang Zhao and
  • Qiang Liu
  • + 1 author

22 December 2021

The surface all-wave net radiation (Rn) plays an important role in the energy and water cycles, and most studies of Rn estimations have been conducted using satellite data. As one of the most commonly used satellite data sets, Moderate Resolution Ima...

  • Article
  • Open Access
24 Citations
4,244 Views
15 Pages

Statistical Gap-Filling of SEVIRI Land Surface Temperature

  • Alexandru Dumitrescu,
  • Marek Brabec and
  • Sorin Cheval

30 April 2020

A reliable and practically useable method for gap filling in hourly Spinning Enhanced Visible and Infrared Imager (SEVIRI LST) data using ERA5 Land Skin Temperature (ERA5ST) co-variate and additional easily accessible data (elevation, time, solar rad...

  • Article
  • Open Access
2 Citations
2,202 Views
21 Pages

A Statistical Approach on Estimations of Climate Change Indices by Monthly Instead of Daily Data

  • Kristofer Hasel,
  • Marianne Bügelmayer-Blaschek and
  • Herbert Formayer

31 October 2023

Climate change indices (CCI) profoundly contribute to understanding the climate and its change. They are used to present climate change in an easy-to-understand and tangible way, thus, facilitating climate communication. Most of these indices are cal...

  • Article
  • Open Access
35 Citations
4,333 Views
20 Pages

19 December 2021

Temperature is one of the most important meteorological variables for global climate change and human sustainable development. It plays an important role in agroclimatic regionalization and crop production. To date, temperature data have come from a...

  • Article
  • Open Access
14 Citations
3,630 Views
20 Pages

14 September 2021

Land surface temperature (LST) is a crucial parameter driving the dynamics of the thermal state on land surface. In high-latitude cold region, a long-term, stable LST product is of great importance in examining the distribution and degradation of per...

  • Article
  • Open Access
5 Citations
2,567 Views
19 Pages

27 January 2024

Due to the scarcity of meteorological stations on the Tibetan Plateau (TP), owing to the high altitude and harsh climate, studies often resort to satellite, reanalysis, and merged multi-source precipitation data. This necessitates an evaluation of TP...

  • Article
  • Open Access
1 Citations
2,467 Views
13 Pages

Quantifying the Rainy Season in the Brazilian Northeast Through a Modification of the Relative Entropy Method

  • Borko Stosic,
  • Vladimir Djurdjević,
  • Ivana Tošić,
  • Antonio Samuel Alves da Silva and
  • Tatijana Stosic

5 April 2025

In this work, we introduce a modification of the relative entropy method in order to perform geographically explicit quantification of the rainy season across the Brazilian Northeast (NE). We apply this novel approach to data from the ERA5-Land proje...

  • Article
  • Open Access
189 Views
36 Pages

Advancing Agricultural Drought Level Prediction in Guangdong Utilizing ERA5-Land and SMAP-L3 Data

  • Xiaoning Li,
  • Zhichao Zhong,
  • Jing Wang,
  • Qingliang Li,
  • Xingyu Zhou,
  • Sen Yan,
  • Jinlong Zhu and
  • Xiao Chen

16 December 2025

Accurate forecasting of agricultural drought is vital for enhancing agricultural resilience and optimizing water resource management. Although deep learning models like Long Short-Term Memory (LSTM) have shown promise in drought prediction, their per...

  • Article
  • Open Access
10 Citations
4,156 Views
18 Pages

Quality Assessment of ERA5 Wind Speed and Its Impact on Atmosphere Environment Using Radar Profiles along the Bohai Bay Coastline

  • Chunnan Suo,
  • Anxiang Sun,
  • Chunwang Yan,
  • Xiaoqun Cao,
  • Kecheng Peng,
  • Yulong Tan,
  • Simin Yang,
  • Yiming Wei and
  • Guangjie Wang

26 September 2024

The accuracy of ERA5 reanalysis datasets and their applicability in the coastal area of Bohai Bay are crucial for weather forecasting and environmental protection research. However, synthesis evaluation of ERA5 in this region remains lacking. In this...

  • Article
  • Open Access
5 Citations
2,445 Views
13 Pages

Analysis of the Spatiotemporal Trends of Standardized Drought Indices in Sicily Using ERA5-Land Reanalysis Data (1950–2023)

  • Tagele Mossie Aschale,
  • Antonino Cancelliere,
  • Nunziarita Palazzolo,
  • Gaetano Buonacera and
  • David J. Peres

13 September 2024

In this study, a spatiotemporal analysis of drought occurrence and trends across Sicily using ERA50-Land continuous gridded data is carried out. We first use the Standardized Precipitation Index (SPI) and the Standardized Precipitation Evapotranspira...

  • Article
  • Open Access
11 Citations
4,759 Views
18 Pages

27 February 2024

High-resolution air temperature distribution data are of crucial significance for studying climate change and agriculture in the Yellow River Basin. Obtaining accurate and high-resolution air temperature data has been a persistent challenge in resear...

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