Big data in natural disaster management: a review

M Yu, C Yang, Y Li - Geosciences, 2018 - mdpi.com
Undoubtedly, the age of big data has opened new options for natural disaster management,
primarily because of the varied possibilities it provides in visualizing, analyzing, and …

Nature-based engineering: a review on reducing coastal flood risk with mangroves

R Gijsman, EM Horstman, D van der Wal… - Frontiers in Marine …, 2021 - frontiersin.org
Integration of mangroves in projects to reduce coastal flood risk is increasingly being
recognised as a sustainable and cost-effective alternative. In addition to the construction of …

Soil moisture sensing using spaceborne GNSS reflections: Comparison of CYGNSS reflectivity to SMAP soil moisture

CC Chew, EE Small - Geophysical Research Letters, 2018 - Wiley Online Library
This paper quantifies the relationship between forward scattered L‐band Global Navigation
Satellite System (GNSS) signals, recorded by the Cyclone Global Navigation Satellite …

A new paradigm in earth environmental monitoring with the cygnss small satellite constellation

CS Ruf, C Chew, T Lang, MG Morris, K Nave… - Scientific reports, 2018 - nature.com
A constellation of small, low-cost satellites is able to make scientifically valuable
measurements of the Earth which can be used for weather forecasting, disaster monitoring …

Analysis of CYGNSS data for soil moisture retrieval

MP Clarizia, N Pierdicca, F Costantini… - IEEE Journal of …, 2019 - ieeexplore.ieee.org
Data from the CYGNSS mission, originally conceived to monitor tropical cyclones, are being
investigated here for land applications as well. In this paper, a methodology for soil moisture …

[HTML][HTML] 100 years of progress in tropical cyclone research

K Emanuel - Meteorological Monographs, 2018 - journals.ametsoc.org
100 Years of Progress in Tropical Cyclone Research in: Meteorological Monographs
Volume 59 Issue 1 (2018) Jump to Content Logo Logo Logo Logo Logo Logo JOURNALS …

Use of Cyclone Global Navigation Satellite System (CYGNSS) observations for estimation of soil moisture

H Kim, V Lakshmi - Geophysical Research Letters, 2018 - Wiley Online Library
Using the first full annual cycle of Cyclone Global Navigation Satellite System (CyGNSS)
observations, we investigated the limitations and capabilities of CyGNSS observations for …

Pan-tropical soil moisture mapping based on a three-layer model from CYGNSS GNSS-R data

Q Yan, W Huang, S Jin, Y Jia - Remote Sensing of Environment, 2020 - Elsevier
In this paper, an effective schematic is developed for estimating soil moisture (SM) from
CYclone Global Navigation Satellite System (CYGNSS) data. Here, a three-layer model of …

High spatio-temporal resolution CYGNSS soil moisture estimates using artificial neural networks

O Eroglu, M Kurum, D Boyd, AC Gurbuz - Remote sensing, 2019 - mdpi.com
This paper presents a learning-based, physics-aware soil moisture (SM) retrieval algorithm
for NASA's Cyclone Global Navigation Satellite System (CYGNSS) mission. The goal of the …

Quasi-global machine learning-based soil moisture estimates at high spatio-temporal scales using CYGNSS and SMAP observations

F Lei, V Senyurek, M Kurum, AC Gurbuz, D Boyd… - Remote Sensing of …, 2022 - Elsevier
Global soil moisture mapping at high spatial and temporal resolution is important for various
meteorological, hydrological, and agricultural applications. Recent research shows that the …