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150 Results Found

  • Article
  • Open Access
7 Citations
3,164 Views
16 Pages

16 September 2020

Seafloor observatories enable long-term, real-time, and continuous observation that marks a new way for oceanographic measurements. In terms of seafloor observatory research, sensor control is a key issue for the stable and effective operations of fu...

  • Article
  • Open Access
8 Citations
3,607 Views
15 Pages

10 September 2018

Seafloor observatories enable real-time, continuous and long-term observations that promise major breakthroughs in ocean sciences. The effort to dynamically control in situ sensor systems performing individual and cooperative observation tasks is bot...

  • Article
  • Open Access
7 Citations
3,934 Views
23 Pages

13 November 2019

Seafloor observatories enable continuous power supply and real-time bidirectional data transmission, which marks a new way for marine environment monitoring. As in situ observation produces massive data in a constant way, the research involved with d...

  • Article
  • Open Access
2 Citations
4,130 Views
27 Pages

6 July 2020

Astrophysical observatories (AOs) are used to acquire high-quality images from the sky. However, AOs are amenable to distortion phenomena such as seeing. In this paper, we consider specifically the local seeing produced from indoor and outdoor temper...

  • Article
  • Open Access
10 Citations
3,962 Views
14 Pages

Urban Seismic Network Based on MEMS Sensors: The Experience of the Seismic Observatory in Camerino (Marche, Italy)

  • Giovanni Vitale,
  • Antonino D’Alessandro,
  • Andrea Di Benedetto,
  • Anna Figlioli,
  • Antonio Costanzo,
  • Stefano Speciale,
  • Quintilio Piattoni and
  • Leonardo Cipriani

8 June 2022

Urban seismic networks are considered very useful tools for the management of seismic emergencies. In this work, a study of the first urban seismic network in central Italy is presented. The urban seismic network, built using MEMS sensors, was implem...

  • Article
  • Open Access
1 Citations
3,338 Views
15 Pages

A Modular Smart Ocean Observatory for Development of Sensors, Underwater Communication and Surveillance of Environmental Parameters

  • Øivind Bergh,
  • Jean-Baptiste Danre,
  • Kjetil Stensland,
  • Keila Lima,
  • Ngoc-Thanh Nguyen,
  • Rogardt Heldal,
  • Lars-Michael Kristensen,
  • Tosin Daniel Oyetoyan,
  • Inger Graves and
  • Camilla Sætre
  • + 11 authors

10 October 2024

The rapid growth of marine industries has emphasized the focus on environmental impacts for all industries, as well as the influence of key environmental parameters on, for instance, offshore wind or aquaculture performance, animal welfare and struct...

  • Article
  • Open Access
3 Citations
6,060 Views
18 Pages

23 July 2015

Seafloor observatories enable long term, continuous and multidisciplinary observations, promising major breakthroughs in marine environment research. The effort to remotely control in situ multidisciplinary equipment performing individual and coopera...

  • Article
  • Open Access
1 Citations
1,246 Views
13 Pages

The Integration of a Medium-Resolution Underwater Radioactivity System in the COSYNA Observing System at Helgoland Island, Germany

  • Christos Tsabaris,
  • Stylianos Alexakis,
  • Miriam Lienkämper,
  • Max Schwanitz,
  • Markus Brand,
  • Manolis Ntoumas,
  • Dionisis L. Patiris,
  • Effrosyni G. Androulakaki and
  • Philipp Fischer

The continuous monitoring of radioactivity in a cabled subsea network in the North Sea Observatory was performed to test the performance of a medium-resolution underwater spectrometer, as well as to identify and to assess potential anthropogenic and/...

  • Article
  • Open Access
14 Citations
6,969 Views
20 Pages

10 August 2015

The worldwide Sensor Web comprises observation data from diverse sources. Each data provider may process and assess datasets differently before making them available online. This information is often invisible to end users. Therefore, publishing obse...

  • Article
  • Open Access
3 Citations
2,004 Views
23 Pages

10 April 2024

Through the use of Underwater Smart Sensor Networks (USSNs), Marine Observatories (MOs) provide continuous ocean monitoring. Deployed sensors may not perform as intended due to the heterogeneity of USSN devices’ hardware and software when combi...

  • Article
  • Open Access
4 Citations
2,817 Views
16 Pages

Cross-Sensor Quality Assurance for Marine Observatories

  • Roee Diamant,
  • Ilan Shachar,
  • Yizhaq Makovsky,
  • Bruno Miguel Ferreira and
  • Nuno Alexandre Cruz

22 October 2020

Measuring and forecasting changes in coastal and deep-water ecosystems and climates requires sustained long-term measurements from marine observation systems. One of the key considerations in analyzing data from marine observatories is quality assura...

  • Article
  • Open Access
42 Citations
5,103 Views
15 Pages

With attention increasing regarding the level of air pollution in different metropolitan and industrial areas worldwide, interest in expanding the monitoring networks by low-cost air quality sensors is also increasing. Although the role of these smal...

  • Proceeding Paper
  • Open Access
3 Citations
1,726 Views
4 Pages

30 November 2021

Today, the actors of the aromatic and medicinal plants (MAPs) sector are facing several problems related to the management, exploitation, marketing and valorisation of these resources. The objective of this presentation is to build a MAPs monitoring...

  • Article
  • Open Access
604 Views
17 Pages

Improving the Quality of Magnetograms Using Data from Several Magnetic Observatories

  • Ivan Vassilyev,
  • Zhassulan Mendakulov,
  • Beibit Zhumabayev,
  • Igor Kozin,
  • Oleg Beloslyudtsev and
  • Samal Dossaibekova

17 September 2025

The formation of international networks of magnetic observatories has provided new opportunities for monitoring geomagnetic disturbances and solving problems related to space weather. On the other hand, collective processing of data from numerous obs...

  • Article
  • Open Access
5 Citations
4,810 Views
26 Pages

The POSEIDON Ocean Observing System: Technological Development and Challenges

  • Manolis Ntoumas,
  • Leonidas Perivoliotis,
  • George Petihakis,
  • Gerasimos Korres,
  • Constantin Frangoulis,
  • Dionysios Ballas,
  • Paris Pagonis,
  • Maria Sotiropoulou,
  • Manolis Pettas and
  • Evi Bourma
  • + 11 authors

7 December 2022

Advanced marine observation infrastructures are the most significant scientific tool for the study of marine ecosystem trends and shifts. Ocean monitoring technologies, though highly demanding and expensive, are essential for the monitoring and long-...

  • Review
  • Open Access
24 Citations
8,453 Views
27 Pages

Remote Geophysical Observatory in Antarctica with HF Data Transmission: A Review

  • Joan Lluis Pijoan,
  • David Altadill,
  • Joan Miquel Torta,
  • Rosa Ma Alsina-Pagès,
  • Santiago Marsal and
  • David Badia

4 August 2014

The geophysical observatory in the Antarctic Spanish Station, Juan Carlos I (ASJI), on Livingston Island, has been monitoring the magnetic field in the Antarctic region for more than fifteen years. In 2004, a vertical incidence ionospheric sounder co...

  • Article
  • Open Access
2,079 Views
12 Pages

12 November 2024

Robotic Astronomical Observatories (RAOs) have provided very good results in different research projects in astrophysics/astronomy. Their applications in the detection, tracking, and identification of near-Earth objects have contributed to the identi...

  • Article
  • Open Access
5 Citations
1,897 Views
18 Pages

On a Novel Approach to Correcting Temperature Dependencies in Magnetic Observatory Data

  • Dmitry Kudin,
  • Anatoly Soloviev,
  • Mikhail Matveev and
  • Olga Shevaldysheva

8 July 2023

High-quality geomagnetic measurements are widely used in both fundamental research of the magnetic field and numerous industrial applications. However, vector data measured by fluxgate sensors show a dependency on temperature due to sensitive coil co...

  • Review
  • Open Access
44 Citations
10,562 Views
30 Pages

15 February 2017

Earth observation is diversifying, and now includes new types of systems, such as citizen observatories, unmanned aerial vehicles and wireless sensor networks. However, the Copernicus Programme vision of a seamless chain from satellite data to usable...

  • Article
  • Open Access
94 Citations
15,528 Views
23 Pages

The New Seafloor Observatory (OBSEA) for Remote and Long-Term Coastal Ecosystem Monitoring

  • Jacopo Aguzzi,
  • Antoni Mànuel,
  • Fernando Condal,
  • Jorge Guillén,
  • Marc Nogueras,
  • Joaquin Del Rio,
  • Corrado Costa,
  • Paolo Menesatti,
  • Pere Puig and
  • Francesc Sardà
  • + 2 authors

31 May 2011

A suitable sampling technology to identify species and to estimate population dynamics based on individual counts at different temporal levels in relation to habitat variations is increasingly important for fishery management and biodiversity studies...

  • Communication
  • Open Access
13 Citations
5,381 Views
16 Pages

Towards Naples Ecological REsearch for Augmented Observatories (NEREA): The NEREA-Fix Module, a Stand-Alone Platform for Long-Term Deep-Sea Ecosystem Monitoring

  • Emanuela Fanelli,
  • Jacopo Aguzzi,
  • Simone Marini,
  • Joaquin del Rio,
  • Marc Nogueras,
  • Simonepietro Canese,
  • Sergio Stefanni,
  • Roberto Danovaro and
  • Fabio Conversano

21 May 2020

Deep-sea ecological monitoring is increasingly recognized as indispensable for the comprehension of the largest biome on Earth, but at the same time it is subjected to growing human impacts for the exploitation of biotic and abiotic resources. Here,...

  • Article
  • Open Access
26 Citations
14,469 Views
14 Pages

Trial of Multidisciplinary Observation at an Expandable Sub-Marine Cabled Station “Off-Hatsushima Island Observatory” in Sagami Bay, Japan

  • Takafumi Kasaya,
  • Kyohiko Mitsuzawa,
  • Tada-nori Goto,
  • Ryoichi Iwase,
  • Keizo Sayanagi,
  • Eiichiro Araki,
  • Kenichi Asakawa,
  • Hitoshi Mikada,
  • Tomoki Watanabe and
  • Ichiro Takahashi
  • + 1 author

18 November 2009

Sagami Bay is an active tectonic area in Japan. In 1993, a real-time deep sea floor observatory was deployed at 1,175 m depth about 7 km off Hatsushima Island, Sagami Bay to monitor seismic activities and other geophysical phenomena. Video cameras mo...

  • Article
  • Open Access
2 Citations
3,053 Views
15 Pages

25 November 2022

In this study, we propose a hypocenter localization algorithm that uses the time difference of arrival (TDOA) and angle of arrival (AOA) as a hybrid model. The hypocenter measurements are detected by the accelerator sensors of the four separate obser...

  • Article
  • Open Access
12 Citations
6,556 Views
27 Pages

A Service-Oriented Middleware for Integrated Management of Crowdsourced and Sensor Data Streams in Disaster Management

  • Luiz Fernando F. G. de Assis,
  • Flávio E. A. Horita,
  • Edison P. de Freitas,
  • Jó Ueyama and
  • João Porto De Albuquerque

24 May 2018

The increasing number of sensors used in diverse applications has provided a massive number of continuous, unbounded, rapid data and requires the management of distinct protocols, interfaces and intermittent connections. As traditional sensor network...

  • Article
  • Open Access
1 Citations
1,200 Views
17 Pages

Multivariate, Automatic Diagnostics Based on Insights into Sensor Technology

  • Astrid Marie Skålvik,
  • Ranveig N. Bjørk,
  • Enoc Martínez,
  • Kjell-Eivind Frøysa and
  • Camilla Saetre

23 December 2024

With the rapid development of smart sensor technology and the Internet of things, ensuring data accuracy and system reliability is paramount. As the number of sensors increases with demand for high-resolution, high-quality input to decision-making sy...

  • Technical Note
  • Open Access
34 Citations
5,674 Views
17 Pages

Potential of Smartphone SfM Photogrammetry to Measure Coastal Morphodynamics

  • Marion Jaud,
  • Matthieu Kervot,
  • Christophe Delacourt and
  • Stéphane Bertin

26 September 2019

With recent advances in photogrammetric processing methods and sensor technologies, smartphones represent a new opportunity of mainstream, low-cost sensor, with a great potential for Structure-from-Motion (SfM) photogrammetry, and in particular for p...

  • Article
  • Open Access
7 Citations
1,712 Views
18 Pages

Vertical Distribution of Optical Turbulence at the Peak Terskol Observatory and Mount Kurapdag

  • Artem Y. Shikhovtsev,
  • Chun Qing,
  • Evgeniy A. Kopylov,
  • Sergey A. Potanin and
  • Pavel G. Kovadlo

10 June 2024

Atmospheric turbulence characteristics are essential in determining the quality of astronomical images and implementing adaptive optics systems. In this study, the vertical distributions of optical turbulence at the Peak Terskol observatory (43.27472...

  • Review
  • Open Access
4 Citations
2,152 Views
27 Pages

Core Payload of the Space Gravitational Wave Observatory: Inertial Sensor and Its Critical Technologies

  • Shaoxin Wang,
  • Dongxu Liu,
  • Xuan Zhan,
  • Peng Dong,
  • Jia Shen,
  • Juan Wang,
  • Ruihong Gao,
  • Weichuan Guo,
  • Peng Xu and
  • Keqi Qi
  • + 1 author

30 November 2024

Since Einstein’s prediction regarding the existence of gravitational waves was directly verified by the ground-based detector Advanced LIGO, research on gravitational wave detection has garnered increasing attention. To overcome limitations imp...

  • Article
  • Open Access
19 Citations
7,255 Views
24 Pages

Laboratory Intercomparison of Radiometers Used for Satellite Validation in the 400–900 nm Range

  • Viktor Vabson,
  • Joel Kuusk,
  • Ilmar Ansko,
  • Riho Vendt,
  • Krista Alikas,
  • Kevin Ruddick,
  • Ave Ansper,
  • Mariano Bresciani,
  • Henning Burmester and
  • Maycira Costa
  • + 14 authors

8 May 2019

An intercomparison of radiance and irradiance ocean color radiometers (The Second Laboratory Comparison Exercise—LCE-2) was organized within the frame of the European Space Agency funded project Fiducial Reference Measurements for Satellite Oce...

  • Article
  • Open Access
18 Citations
4,834 Views
18 Pages

10 March 2019

A Moon-based Earth radiation observatory (MERO) could provide a longer-term continuous measurement of radiation exiting the Earth system compared to current satellite-based observatories. In order to parameterize the detector for such a newly-propose...

  • Article
  • Open Access
30 Citations
7,394 Views
22 Pages

Field Intercomparison of Radiometers Used for Satellite Validation in the 400–900 nm Range

  • Viktor Vabson,
  • Joel Kuusk,
  • Ilmar Ansko,
  • Riho Vendt,
  • Krista Alikas,
  • Kevin Ruddick,
  • Ave Ansper,
  • Mariano Bresciani,
  • Henning Burmester and
  • Maycira Costa
  • + 14 authors

11 May 2019

An intercomparison of radiance and irradiance ocean color radiometers (the second laboratory comparison exercise—LCE-2) was organized within the frame of the European Space Agency funded project Fiducial Reference Measurements for Satellite Ocean Col...

  • Article
  • Open Access
4 Citations
3,141 Views
16 Pages

Ecologists are increasingly using macrosystems approaches to understand population, community, and ecosystem dynamics across interconnected spatial and temporal scales. Consequently, integrating macrosystems skills, including simulation modeling and...

  • Article
  • Open Access
2 Citations
4,109 Views
21 Pages

6 June 2019

The International Space Station has become the platform for deploying hyperspectral sensors covering the solar reflective spectral range for earth observation. Intercalibration of hyperspectral sensors plays a crucial role in evaluating/improving rad...

  • Article
  • Open Access
5 Citations
2,976 Views
16 Pages

6 February 2021

In recent years, an increasing number of cabled Fixed Underwater Observatories (FUOs) have been deployed, many of them equipped with digital cameras recording high-resolution digital image time series for a given period. The manual extraction of quan...

  • Article
  • Open Access
10 Citations
14,119 Views
22 Pages

Remote Sensing and Skywave Digital Communication from Antarctica

  • Pau Bergadà,
  • Marc Deumal,
  • Carles Vilella,
  • Joan R. Regué,
  • David Altadill and
  • Santi Marsal

14 December 2009

This paper presents an overview of the research activities undertaken by La Salle and the Ebro Observatory in the field of remote sensing. On 2003 we started a research project with two main objectives: implement a long-haul oblique ionospheric sound...

  • Article
  • Open Access
22 Citations
4,976 Views
15 Pages

Bi-Directional Reflectance Factor Determination of the Railroad Valley Playa

  • Carol J. Bruegge,
  • Craig Coburn,
  • Arthur Elmes,
  • Mark C. Helmlinger,
  • Fumie Kataoka,
  • Michele Kuester,
  • Akihiko Kuze,
  • Tina Ochoa,
  • Crystal Schaaf and
  • Kei Shiomi
  • + 1 author

6 November 2019

Vicarious calibration is the determination of an on-orbit sensor’s radiometric response using measurements over test sites such as Railroad Valley (RRV), Nevada. It has the highest accuracy when a remote sensor’s view angle is aligned wit...

  • Article
  • Open Access
8 Citations
4,382 Views
21 Pages

On-Orbit Radiance Calibration of Nighttime Sensor of LuoJia1-01 Satellite Based on Lunar Observations

  • Yonghua Jiang,
  • Yingrui Shi,
  • Litao Li,
  • Miaozhong Xu,
  • Wenzhi Zeng,
  • Yang Jiang and
  • Zhen Li

19 September 2019

The high-resolution nighttime light (NTL) data of the LuoJia1-01 NTL remote sensing satellite has enriched the available data of NTL remote sensing applications. The radiance calibration used as a reference to convert the digital number (DN) recorded...

  • Editorial
  • Open Access
7 Citations
3,194 Views
4 Pages

7 December 2019

A combination of multispectral visible, infra-red and microwave sensors on the constellation of international Earth-observing satellites are providing unprecedented observations for all Earth domains over multiple decades (i.e., atmosphere, land, oce...

  • Article
  • Open Access
8 Citations
4,126 Views
9 Pages

The Haystack Telescope as an Astronomical Instrument

  • Jens Kauffmann,
  • Ganesh Rajagopalan,
  • Kazunori Akiyama,
  • Vincent Fish,
  • Colin Lonsdale,
  • Lynn D. Matthews and
  • Thushara G.S. Pillai

4 January 2023

The Haystack Telescope is an antenna with a diameter of 37 m and an elevation-dependent surface accuracy of ≤100μm that is capable of millimeter-wave observations. The radome-enclosed instrument serves as a radar sensor for space situational aw...

  • Article
  • Open Access
45 Citations
7,745 Views
23 Pages

Rotation, Strain, and Translation Sensors Performance Tests with Active Seismic Sources

  • Felix Bernauer,
  • Kathrin Behnen,
  • Joachim Wassermann,
  • Sven Egdorf,
  • Heiner Igel,
  • Stefanie Donner,
  • Klaus Stammler,
  • Mathias Hoffmann,
  • Pascal Edme and
  • David Sollberger
  • + 29 authors

3 January 2021

Interest in measuring displacement gradients, such as rotation and strain, is growing in many areas of geophysical research. This results in an urgent demand for reliable and field-deployable instruments measuring these quantities. In order to furthe...

  • Review
  • Open Access
58 Citations
14,076 Views
31 Pages

Low-Cost Sensors for Urban Noise Monitoring Networks—A Literature Review

  • Judicaël Picaut,
  • Arnaud Can,
  • Nicolas Fortin,
  • Jeremy Ardouin and
  • Mathieu Lagrange

16 April 2020

Noise pollution reduction in the environment is a major challenge from a societal and health point of view. To implement strategies to improve sound environments, experts need information on existing noise. The first source of information is based on...

  • Letter
  • Open Access
10 Citations
3,004 Views
14 Pages

Measurements of Rotational Events Generated by Artificial Explosions and External Excitations Using the Optical Fiber Sensors Network

  • Anna T. Kurzych,
  • Leszek R. Jaroszewicz,
  • Michał Dudek,
  • Jerzy K. Kowalski,
  • Felix Bernauer,
  • Joachim Wassermann and
  • Heiner Igel

27 October 2020

Measurements of artificial events can substantially confirm the data validity of constructed rotational sensors, as well as provide methods for simplifying the measurement process. The above task, especially with international cooperation, can provid...

  • Article
  • Open Access
8 Citations
2,986 Views
12 Pages

16 December 2021

The gravitational wave/γ-ray burst GW/GRB170817 event marked the beginning of the era of multi-messenger astrophysics, in which new observations of Gravitational Waves (GW) are combined with traditional electromagnetic observations from the ver...

  • Article
  • Open Access
18 Citations
7,005 Views
19 Pages

Narrowband and Wideband Channel Sounding of an Antarctica to Spain Ionospheric Radio Link

  • Marcos Hervás,
  • Rosa Ma Alsina-Pagès,
  • Ferran Orga,
  • David Altadill,
  • Joan Lluís Pijoan and
  • David Badia

14 September 2015

La Salle and Ebro Observatory have been involved in remote sensing projects in Antarctica for the last 11 years (approximately one solar cycle). The Ebro Observatory has been monitoring and analyzing the geomagnetic and the ionospheric activity in th...

  • Article
  • Open Access
4 Citations
3,307 Views
21 Pages

Field Campaign Evaluation of Sensors Lufft GMX500 and MaxiMet WS100 in Peruvian Central Andes

  • Jairo M. Valdivia,
  • David A. Guizado,
  • José L. Flores-Rojas,
  • Delia P. Gamarra,
  • Yamina F. Silva-Vidal and
  • Edith R. Huamán

22 April 2022

The research presents the inter-comparison of atmospheric variables measured by 9 automatic weather stations. This set of data was compared with the measurements of other weather stations in order to standardize the values that must be adjusted when...

  • Article
  • Open Access
12 Citations
4,163 Views
15 Pages

Radiometric Calibration for a Multispectral Sensor Onboard RISESAT Microsatellite Based on Lunar Observations

  • Masataka Imai,
  • Junichi Kurihara,
  • Toru Kouyama,
  • Toshinori Kuwahara,
  • Shinya Fujita,
  • Yuji Sakamoto,
  • Yuji Sato,
  • Sei-Ichi Saitoh,
  • Takafumi Hirata and
  • Hirokazu Yamamoto
  • + 1 author

1 April 2021

Radiometric calibration utilizing the Moon as a reference source is termed as lunar calibration. It is a useful method for evaluating the performance of optical sensors onboard satellites orbiting the Earth. Lunar calibration provides sufficient radi...

  • Article
  • Open Access
16 Citations
5,729 Views
16 Pages

Integration of Underwater Radioactivity and Acoustic Sensors into an Open Sea Near Real-Time Multi-Parametric Observation System

  • Sara Pensieri,
  • Dionisis Patiris,
  • Stylianos Alexakis,
  • Marios N. Anagnostou,
  • Aristides Prospathopoulos,
  • Christos Tsabaris and
  • Roberto Bozzano

20 August 2018

This work deals with the installation of two smart in-situ sensors (for underwater radioactivity and underwater sound monitoring) on the Western 1-Mediterranean Moored Multisensor Array (W1-M3A) ocean observing system that is equipped with all approp...

  • Article
  • Open Access
5 Citations
3,123 Views
17 Pages

Model Selection in Atmospheric Remote Sensing with Application to Aerosol Retrieval from DSCOVR/EPIC. Part 2: Numerical Analysis

  • Sruthy Sasi,
  • Vijay Natraj,
  • Víctor Molina García,
  • Dmitry S. Efremenko,
  • Diego Loyola and
  • Adrian Doicu

7 November 2020

An algorithm for retrieving aerosol parameters by taking into account the uncertainty in aerosol model selection is applied to the retrieval of aerosol optical thickness and aerosol layer height from synthetic measurements from the EPIC sensor onboar...

  • Article
  • Open Access
10 Citations
2,996 Views
19 Pages

The Cryogenic Anticoincidence Detector for the NewAthena X-IFU Instrument: A Program Overview

  • Claudio Macculi,
  • Andrea Argan,
  • Matteo D’Andrea,
  • Simone Lotti,
  • Gabriele Minervini,
  • Luigi Piro,
  • Lorenzo Ferrari Barusso,
  • Corrado Boragno,
  • Edvige Celasco and
  • Giovanni Gallucci
  • + 12 authors

Athena (advanced telescope for high-energy astrophysics) is an ESA large-class mission, at present under a re-definition “design-to-cost” phase, planned for a prospective launch at L1 orbit in the second half of the 2030s. It will be an o...

  • Article
  • Open Access
12 Citations
5,053 Views
23 Pages

A Comprehensive Machine Learning Study to Classify Precipitation Type over Land from Global Precipitation Measurement Microwave Imager (GPM-GMI) Measurements

  • Spandan Das,
  • Yiding Wang,
  • Jie Gong,
  • Leah Ding,
  • Stephen J. Munchak,
  • Chenxi Wang,
  • Dong L. Wu,
  • Liang Liao,
  • William S. Olson and
  • Donifan O. Barahona

29 July 2022

Precipitation type is a key parameter used for better retrieval of precipitation characteristics as well as to understand the cloud–convection–precipitation coupling processes. Ice crystals and water droplets inherently exhibit different...

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