The International Soil Moisture Network: serving Earth system science for over a decade

W Dorigo, I Himmelbauer, D Aberer… - Hydrology and Earth …, 2021 - hess.copernicus.org
In 2009, the International Soil Moisture Network (ISMN) was initiated as a community effort,
funded by the European Space Agency, to serve as a centralised data hosting facility for …

[HTML][HTML] ERA5-Land: A state-of-the-art global reanalysis dataset for land applications

J Muñoz-Sabater, E Dutra… - … system science data, 2021 - essd.copernicus.org
Abstract Framed within the Copernicus Climate Change Service (C3S) of the European
Commission, the European Centre for Medium-Range Weather Forecasts (ECMWF) is …

Data-driven water need estimation for IoT-based smart irrigation: A survey

R Togneri, R Prati, H Nagano, C Kamienski - Expert Systems with …, 2023 - Elsevier
Precision irrigation plays an important socio-economic and environmental role in our
society, reducing water and electricity consumption and increasing food production. An …

[HTML][HTML] Improved daily SMAP satellite soil moisture prediction over China using deep learning model with transfer learning

Q Li, Z Wang, W Shangguan, L Li, Y Yao, F Yu - Journal of Hydrology, 2021 - Elsevier
The skillful soil moisture (SM) for the Soil Moisture Active Passive (SMAP) L4 product can
provide substantial value for many practical applications including ecosystem management …

Assessment of 24 soil moisture datasets using a new in situ network in the Shandian River Basin of China

J Zheng, T Zhao, H Lü, J Shi, MH Cosh, D Ji… - Remote Sensing of …, 2022 - Elsevier
A new soil moisture and soil temperature wireless sensor network (the SMN-SDR)
consisting of 34 sites was established within the Shandian River Basin in 2018, located in a …

Combined large-scale tropical and subtropical forcing on the severe 2019–2022 drought in South America

JL Geirinhas, AC Russo, R Libonati… - npj Climate and …, 2023 - nature.com
Abstract Changes in the frequency and magnitude of dry spells have been recorded over the
past few decades due to an intensification of the global water cycle. A long-term soil drying …

An assessment of L-band surface soil moisture products from SMOS and SMAP in the tropical areas

H Ma, X Li, J Zeng, X Zhang, J Dong, N Chen… - Remote Sensing of …, 2023 - Elsevier
Recently, large efforts have been made to develop surface soil moisture (SSM) products
based on observations from passive microwave L-band satellites at the global scale …

Assessment of the importance of increasing temperature and decreasing soil moisture on global ecosystem productivity using solar‐induced chlorophyll fluorescence

C Dang, Z Shao, X Huang, J Qian… - Global change …, 2022 - Wiley Online Library
The accurate assessment of the global gross primary productivity (GPP) of vegetation is the
key to estimating the global carbon cycle. Temperature (Ts) and soil moisture (SM) are …

[HTML][HTML] The Boreal–Arctic wetland and lake dataset (BAWLD)

D Olefeldt, M Hovemyr, MKA Kuhn… - Earth System …, 2021 - essd.copernicus.org
Methane emissions from boreal and arctic wetlands, lakes, and rivers are expected to
increase in response to warming and associated permafrost thaw. However, the lack of …

Soil moisture forecast for smart irrigation: The primetime for machine learning

R Togneri, DF dos Santos, G Camponogara… - Expert Systems with …, 2022 - Elsevier
The rise of the Internet of Things allowed higher spatial–temporal resolution soil moisture
data captured through in situ sensing. Such abundance of data enables machine learning …