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4,367 Results Found

  • Article
  • Open Access
52 Citations
14,783 Views
38 Pages

ECLand: The ECMWF Land Surface Modelling System

  • Souhail Boussetta,
  • Gianpaolo Balsamo,
  • Gabriele Arduini,
  • Emanuel Dutra,
  • Joe McNorton,
  • Margarita Choulga,
  • Anna Agustí-Panareda,
  • Anton Beljaars,
  • Nils Wedi and
  • Ervin Zsoter
  • + 8 authors

The land-surface developments of the European Centre for Medium-range Weather Forecasts (ECMWF) are based on the Carbon-Hydrology Tiled Scheme for Surface Exchanges over Land (CHTESSEL) and form an integral part of the Integrated Forecasting System (...

  • Article
  • Open Access
22 Citations
7,540 Views
29 Pages

Confronting Soil Moisture Dynamics from the ORCHIDEE Land Surface Model With the ESA-CCI Product: Perspectives for Data Assimilation

  • Nina Raoult,
  • Bertrand Delorme,
  • Catherine Ottlé,
  • Philippe Peylin,
  • Vladislav Bastrikov,
  • Pascal Maugis and
  • Jan Polcher

10 November 2018

Soil moisture plays a key role in water, carbon and energy exchanges between the land surface and the atmosphere. Therefore, a better representation of this variable in the Land-Surface Models (LSMs) used in climate modelling could significantly redu...

  • Article
  • Open Access
11 Citations
46,975 Views
14 Pages

High-Resolution Estimation of Monthly Air Temperature from Joint Modeling of In Situ Measurements and Gridded Temperature Data

  • Bradley Wilson,
  • Jeremy R. Porter,
  • Edward J. Kearns,
  • Jeremy S. Hoffman,
  • Evelyn Shu,
  • Kelvin Lai,
  • Mark Bauer and
  • Mariah Pope

21 March 2022

Surface air temperature is an important variable in quantifying extreme heat, but high-resolution temporal and spatial measurement is limited by sparse climate-data stations. As a result, hyperlocal models of extreme heat involve intensive physical d...

  • Article
  • Open Access
1 Citations
2,205 Views
16 Pages

27 August 2021

Land-surface characteristics (LSCs) and land-soil moisture conditions can modulate energy partition at the land surface, impact near-surface atmosphere conditions, and further affect land–atmosphere interactions. This study investigates the effect of...

  • Article
  • Open Access
8 Citations
2,352 Views
21 Pages

22 September 2023

The coastal zone is an area that includes the sea coast and adjacent parts of the land and sea, where the mutual interaction of these environments is clearly marked. Hence, the modelling of the land and seabed parts of the coastal zone is crucial and...

  • Article
  • Open Access
2 Citations
3,169 Views
24 Pages

5 May 2022

Several experimental studies have shown that climate-warming-induced permafrost thaw releases previously unavailable nitrogen which can lower nitrogen limitation, increase plant productivity, and counteract some of the carbon released from thawing pe...

  • Article
  • Open Access
8 Citations
3,289 Views
24 Pages

Hydrological Impact of the New ECMWF Multi-Layer Snow Scheme

  • Ervin Zsoter,
  • Gabriele Arduini,
  • Christel Prudhomme,
  • Elisabeth Stephens and
  • Hannah Cloke

The representation of snow is a crucial aspect of land-surface modelling, as it has a strong influence on energy and water balances. Snow schemes with multiple layers have been shown to better describe the snowpack evolution and bring improvements to...

  • Article
  • Open Access
27 Citations
7,394 Views
24 Pages

Land-Surface Characteristics and Climate in West Africa: Models’ Biases and Impacts of Historical Anthropogenically-Induced Deforestation

  • Souleymane Sy,
  • Nathalie De Noblet-Ducoudré,
  • Benjamin Quesada,
  • Ibrahima Sy,
  • Amadou Moctar Dieye,
  • Amadou Thierno Gaye and
  • Benjamin Sultan

23 October 2017

Land Use Land-Cover Change (LULCC), such as deforestation, affects the climate system and land-atmosphere interactions. Using simulations carried out within the LUCID (Land Use and Climate, IDentification of robust Impacts) project framework, we firs...

  • Article
  • Open Access
5 Citations
2,773 Views
15 Pages

The Impact of Inter-Basin Water Transfer Schemes on Hydropower Generation in the Upper Reaches of the Yangtze River during Extreme Drought Years

  • Fan Wen,
  • Mingxiang Yang,
  • Wenhai Guan,
  • Jixue Cao,
  • Yibo Zou,
  • Xuan Liu,
  • Hejia Wang and
  • Ningpeng Dong

22 May 2023

The Yangtze River Basin experiences frequent extreme heatwaves and prolonged droughts, resulting in a tight supply demand balance of electricity and negatively impacting socioeconomic production. Meanwhile, ongoing inter-basin water diversion project...

  • Article
  • Open Access
138 Citations
10,766 Views
22 Pages

20 November 2018

Rice is one of the world’s major staple foods, especially in China. Highly accurate monitoring on rice-producing land is, therefore, crucial for assessing food supplies and productivity. Recently, the deep-learning convolutional neural network...

  • Article
  • Open Access
8 Citations
5,585 Views
27 Pages

16 December 2020

Climate warming is causing permafrost thaw and there is an urgent need to understand the spatial distribution of permafrost and its potential changes with climate. This study developed a long-term (1901–2100), 1-km resolution daily meteorologic...

  • Article
  • Open Access
7 Citations
3,924 Views
13 Pages

19 November 2019

Irrigation can affect climate and weather patterns from regional to global scales through the alteration of surface water and energy balances. Here, we couple a land-surface model (LSM) that includes various human land-water management activities inc...

  • Article
  • Open Access
12 Citations
3,268 Views
25 Pages

Effect of Assimilating SMAP Soil Moisture on CO2 and CH4 Fluxes through Direct Insertion in a Land Surface Model

  • Zhen Zhang,
  • Abhishek Chatterjee,
  • Lesley Ott,
  • Rolf Reichle,
  • Andrew F. Feldman and
  • Benjamin Poulter

17 May 2022

Soil moisture impacts the biosphere–atmosphere exchange of CO2 and CH4 and plays an important role in the terrestrial carbon cycle. A better representation of soil moisture would improve coupled carbon–water dynamics in terrestrial ecosys...

  • Article
  • Open Access
3 Citations
3,114 Views
20 Pages

Comparing the Assimilation of SMOS Brightness Temperatures and Soil Moisture Products on Hydrological Simulation in the Canadian Land Surface Scheme

  • Manoj K. Nambiar,
  • Jaison Thomas Ambadan,
  • Tracy Rowlandson,
  • Paul Bartlett,
  • Erica Tetlock and
  • Aaron A. Berg

16 October 2020

Soil moisture is a key variable used to describe water and energy exchanges at the land surface/atmosphere interface. Therefore, there is widespread interest in the use of soil moisture retrievals from passive microwave satellites. In the assimilatio...

  • Article
  • Open Access
9 Citations
6,142 Views
14 Pages

3 March 2014

In this paper, the coupled WRF/SSiB model, accompanied by a Karst Rocky Desertification (KRD) map of the Guizhou Karst Plateau (GKP) of China, was applied to detect how the changed vegetation and soil characteristics over the GKP modify the energy ba...

  • Article
  • Open Access
1,987 Views
17 Pages

13 February 2023

This paper reports a comparative experiment using remote sensing underlying surface data (ESACCI) and Community Land Model underlying surface data (CLM_LS) to analyze the uncertainty of land surface types in land–atmosphere interaction. The res...

  • Article
  • Open Access
14 Citations
6,164 Views
19 Pages

10 August 2020

A hyperspectral bidirectional reflectance (HSBR) model for land surface has been developed in this work. The HSBR model includes a very diverse land surface bidirectional reflectance distribution function (BRDF) database with ~40,000 spectra. The BRD...

  • Article
  • Open Access
20 Citations
4,793 Views
14 Pages

12 January 2019

The Eastern Mediterranean (EM) and the Middle East and North Africa (MENA) are projected to be exposed to extreme climatic conditions in the 21st century, which will likely induce adverse impacts in various sectors. Relevant climate change impact ass...

  • Article
  • Open Access
8 Citations
9,516 Views
19 Pages

9 December 2013

Most current land surface models (LSMs) coupled to regional climate models (RCMs) have been implemented at the several tens of kilometer spatial scales. Modeling land surface processes in LSMs at a finer resolution is necessary for improvements in te...

  • Article
  • Open Access
3 Citations
7,154 Views
16 Pages

28 October 2013

Land surface soil moisture (SSM) is crucial in research and applications in hydrology, ecology, and meteorology. A novel SSM retrieval model, based on the diurnal cycles of land surface temperature (LST) and net surface shortwave radiation (NSSR), ha...

  • Review
  • Open Access
23 Citations
9,150 Views
17 Pages

20 March 2021

Machine learning (ML), as an artificial intelligence tool, has acquired significant progress in data-driven research in Earth sciences. Land Surface Models (LSMs) are important components of the climate models, which help to capture the water, energy...

  • Article
  • Open Access
3 Citations
4,439 Views
23 Pages

28 January 2025

Surface properties in complex urban environments can significantly impact local-level temperature gradients and distribution on several scales. Studying temperature anomalies and identifying heat pockets in urban settings is challenging. Limited high...

  • Article
  • Open Access
16 Citations
3,259 Views
21 Pages

A Methodology to Generate Integrated Land Cover Data for Land Surface Model by Improving Dempster-Shafer Theory

  • Anqi Huang,
  • Runping Shen,
  • Yeqing Li,
  • Huimin Han,
  • Wenli Di and
  • Daniel Fiifi Tawia Hagan

16 February 2022

Land cover type is a key parameter for simulating surface processes in many land surface models (LSMs). Currently, the widely used global remote sensing land cover products cannot meet the requirements of LSMs for classification systems, physical def...

  • Article
  • Open Access
7 Citations
5,581 Views
18 Pages

22 February 2017

Like most land surface models (LSMs) coupled to regional climate models (RCMs), the original Common Land Model (CoLM) predicts runoff from net water at each computational grid without explicit lateral flow (LF) schemes. This study has therefore propo...

  • Article
  • Open Access
3 Citations
3,509 Views
20 Pages

Land surface models with detailed urban parameterization schemes provide adequate tools to estimate the impact of climate change in cities, because they rely on the results of the regional climate model, while operating on km scale at low cost. In th...

  • Article
  • Open Access
1 Citations
911 Views
18 Pages

13 March 2025

Surface fluxes are vital to understanding land–atmosphere interactions, with similarity theory forming the basis for their parameterization. However, this theory has limitations, particularly due to large eddy effects, which have not been widel...

  • Article
  • Open Access
6 Citations
3,456 Views
24 Pages

6 March 2023

Surface interactions occur near the land–atmosphere interface, thus affecting the temperature, convection, boundary layer, and stability of the atmosphere. A proper representation of surface interactions is a crucial component for numerical atm...

  • Article
  • Open Access
105 Citations
13,810 Views
16 Pages

29 May 2017

Over the past several decades, Saudi cities have experienced rapid urban developments and land use and land cover (LULC) changes. These developments will have numerous short- and long-term consequences including increasing the land surface temperatur...

  • Article
  • Open Access
7 Citations
2,117 Views
19 Pages

29 December 2023

The frequency and intensity of extreme precipitation events are on the rise worldwide. Despite extensive efforts, regional climate models still show significant biases for extreme precipitation events, often due to factors like improper physics, the...

  • Technical Note
  • Open Access
2 Citations
1,846 Views
13 Pages

Evaluation of the CRTM Land Emissivity Model over Grass and Sand Surfaces Using Ground-Based Measurements

  • Yidan Wang,
  • Wenying He,
  • Minzheng Duan,
  • Hailei Liu,
  • Hongbin Chen,
  • Congzhen Han and
  • Weidong Nan

25 December 2023

Microwave surface emissivity is complex and variable, leading to increased difficulty in accurately retrieving atmospheric parameters and assimilating satellite microwave observations over land. The Community Radiative Transfer Model (CRTM) land emis...

  • Review
  • Open Access
7 Citations
1,637 Views
21 Pages

10 May 2024

Soil–Vegetation–Atmosphere Transfer (SVAT) models are a promising avenue towards gaining a better insight into land surface interactions and Earth’s system dynamics. One such model developed for the academic and research community i...

  • Article
  • Open Access
5 Citations
3,227 Views
26 Pages

8 October 2023

A physically-based image processing approach, based on a single-source surface energy balance framework, is developed here to model the land surface temperature (LST) over complex/rugged geologic terrains at medium to high spatial resolution (<102...

  • Article
  • Open Access
13 Citations
4,711 Views
24 Pages

New Representation of Plant Hydraulics Improves the Estimates of Transpiration in Land Surface Model

  • Hongmei Li,
  • Xingjie Lu,
  • Zhongwang Wei,
  • Siguang Zhu,
  • Nan Wei,
  • Shupeng Zhang,
  • Hua Yuan,
  • Wei Shangguan,
  • Shaofeng Liu and
  • Yongjiu Dai
  • + 2 authors

1 June 2021

Transpiration represents more than 30% of the global land–atmosphere water exchange but is highly uncertain. Plant hydraulics was ignored in traditional land surface modeling, but recently plant hydraulics has been found to play an essential role in...

  • Article
  • Open Access
12 Citations
4,341 Views
23 Pages

22 October 2019

The spatial-temporal variability of drought occurrence over Bulgaria is characterized based on long-term records (2007–2018) of Meteosat information and the SVAT model-derived soil moisture availability index (referred to root zone depth, SMAI)...

  • Article
  • Open Access
2 Citations
2,114 Views
17 Pages

31 August 2023

Frequent heavy snowfall in Xinjiang plays an important role in the land water cycle. In this study, 18 groups of simulation experiments are conducted on the heavy snowfall event in Xinjiang during 9–13 December of 2015 using the Weather Researc...

  • Article
  • Open Access
2 Citations
3,256 Views
19 Pages

Improvement and Impacts of Forest Canopy Parameters on Noah-MP Land Surface Model from UAV-Based Photogrammetry

  • Ming Chang,
  • Shengjie Zhu,
  • Jiachen Cao,
  • Bingyin Chen,
  • Qi Zhang,
  • Weihua Chen,
  • Shiguo Jia,
  • Padmaja Krishnan and
  • Xuemei Wang

16 December 2020

Taking a typical forest’s underlying surface as our research area, in this study, we employed unmanned aerial vehicle (UAV) photogrammetry to explore more accurate canopy parameters including the tree height and canopy radius, which were used t...

  • Article
  • Open Access
7 Citations
4,701 Views
23 Pages

Evaluation of the Soil, Vegetation, and Snow (SVS) Land Surface Model for the Simulation of Surface Energy Fluxes and Soil Moisture under Snow-Free Conditions

  • Gonzalo Leonardini,
  • François Anctil,
  • Maria Abrahamowicz,
  • Étienne Gaborit,
  • Vincent Vionnet,
  • Daniel F. Nadeau and
  • Vincent Fortin

12 March 2020

The recently developed Soil, Vegetation, and Snow (SVS) land surface model is being progressively implemented at Environment and Climate Change Canada (ECCC) for operational numerical weather and hydrological predictions. The objective of this study...

  • Article
  • Open Access
25 Citations
6,157 Views
19 Pages

Application of Thermal and Phenological Land Surface Parameters for Improving Ecological Niche Models of Betula utilis in the Himalayan Region

  • Maria Bobrowski,
  • Benjamin Bechtel,
  • Jürgen Böhner,
  • Jens Oldeland,
  • Johannes Weidinger and
  • Udo Schickhoff

24 May 2018

Modelling ecological niches across vast distribution ranges in remote, high mountain regions like the Himalayas faces several data limitations, in particular nonavailability of species occurrence data and fine-scale environmental information of suffi...

  • Review
  • Open Access
10 Citations
4,813 Views
32 Pages

Assimilation of Satellite-Derived Soil Moisture and Brightness Temperature in Land Surface Models: A Review

  • Reza Khandan,
  • Jean-Pierre Wigneron,
  • Stefania Bonafoni,
  • Arastoo Pour Biazar and
  • Mehdi Gholamnia

7 February 2022

The correction of Soil Moisture (SM) estimates in Land Surface Models (LSMs) is considered essential for improving the performance of numerical weather forecasting and hydrologic models used in weather and climate studies. Along with surface screen-l...

  • Article
  • Open Access
10 Citations
3,696 Views
22 Pages

4 August 2021

Land surface models (LSMs) simulate water and energy cycles at the atmosphere–soil interface, however, the physical processes in the subsurface are typically oversimplified and lateral water movement is neglected. Here, a cross-evaluation of land sur...

  • Article
  • Open Access
4 Citations
4,726 Views
17 Pages

Relationship between MRPV Model Parameters from MISRL2 Land Surface Product and Land Covers: A Case Study within Mainland Spain

  • Patricia Arrogante-Funes,
  • Carlos J. Novillo,
  • Raúl Romero-Calcerrada,
  • René Vázquez-Jiménez and
  • Rocío N. Ramos-Bernal

In this study, we showed that the multi-angle satellite remote sensing product, MISR L2 Land Surface (MIL2ASLS), which has a scale of 1.1 km, could be suitable for improving land-cover studies. Using seven images from this product, captured by the mu...

  • Article
  • Open Access
3 Citations
1,798 Views
20 Pages

30 November 2023

The Tibetan Plateau (TP) is distributed with large areas of permafrost, which have received increasing attention as the climate warms. Accurately modeling the extent of permafrost and permafrost changes is now an important challenge for climate chang...

  • Article
  • Open Access
34 Citations
9,472 Views
22 Pages

31 July 2014

Solar radiation is a critical variable in global change sciences. While most of the current global datasets provide only the total downward solar radiation, we aim to develop a method to estimate the downward global land surface solar radiation and i...

  • Article
  • Open Access
45 Citations
7,295 Views
22 Pages

3 July 2020

Remote sensing technology plays an increasingly important role in land surface temperature (LST) research. However, various remote sensing data have spatial–temporal scales contradictions. In order to address this problem in LST research, the c...

  • Article
  • Open Access
36 Citations
11,547 Views
24 Pages

Modeling and Estimating the Land Surface Temperature (LST) Using Remote Sensing and Machine Learning (Case Study: Yazd, Iran)

  • Mohammad Mansourmoghaddam,
  • Iman Rousta,
  • Hamidreza Ghafarian Malamiri,
  • Mostafa Sadeghnejad,
  • Jaromir Krzyszczak and
  • Carla Sofia Santos Ferreira

24 January 2024

The pressing issue of global warming is particularly evident in urban areas, where urban thermal islands amplify the warming effect. Understanding land surface temperature (LST) changes is crucial in mitigating and adapting to the effect of urban hea...

  • Article
  • Open Access
33 Citations
5,615 Views
29 Pages

30 June 2019

Soil moisture content is one of the most important parameters of hydrological studies. Cosmic-ray neutron sensing is a promising proximal soil moisture sensing technique at intermediate scale and high temporal resolution. In this study, we validate s...

  • Article
  • Open Access
8 Citations
3,649 Views
14 Pages

29 March 2024

Integrating numerical weather forecasts that provide ensemble precipitation forecasts, land surface hydrological modeling that resolves surface and subsurface hydrological processes, and artificial intelligence techniques that correct the forecast bi...

  • Article
  • Open Access
31 Citations
8,689 Views
24 Pages

30 November 2016

In the present study, soil moisture assimilation is conducted over the Indian subcontinent, using the Noah Land Surface Model (LSM) and the Soil Moisture Operational Products System (SMOPS) observations by utilizing the Ensemble Kalman Filter. The st...

  • Article
  • Open Access
11 Citations
4,662 Views
19 Pages

16 December 2020

The surface-atmosphere turbulent exchanges couple the water, energy and carbon budgets in the Earth system. The biosphere plays an important role in the evaporation process, and vegetation related parameters such as the leaf area index (LAI), vertica...

  • Article
  • Open Access
28 Citations
8,025 Views
16 Pages

30 September 2014

Understanding the link between greenspace patterns and land surface temperature is very important for mitigating the urban heat island (UHI) effect and is also useful for planners and decision-makers for providing a sustainable design for urban green...

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