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Remote Sensing, Volume 13, Issue 2

January-2 2021 - 172 articles

Cover Story: Accurate land deformation measurements can provide constructive insight into the regional geophysical and hydrologic processes. Global positioning system (GPS) networks are not uniformly distributed across the globe, posing a challenge to obtaining accurate deformation information in data-sparse regions. This paper computes vertical displacement by assimilating gravity data from the Gravity Recovery and Climate Experiment (GRACE) and GRACE Follow-On (GRACE-FO) into the hydrologic model using the GRACE/GRACE-FO data assimilation (DA) technique. Results confirm the GRACE/GRACE-FO DA success in providing vertical displacement estimates consistent with satellite data while maintaining high-spatial details of the model, highlighting the benefits of GRACE/GRACE-FO DA in data-sparse regions. View this paper
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Articles (172)

  • Article
  • Open Access
12 Citations
6,649 Views
17 Pages

Using Sentinel-2 Images to Estimate Topography, Tidal-Stage Lags and Exposure Periods over Large Intertidal Areas

  • José P. Granadeiro,
  • João Belo,
  • Mohamed Henriques,
  • João Catalão and
  • Teresa Catry

19 January 2021

Intertidal areas provide key ecosystem services but are declining worldwide. Digital elevation models (DEMs) are important tools to monitor the evolution of such areas. In this study, we aim at (i) estimating the intertidal topography based on an est...

  • Article
  • Open Access
17 Citations
3,991 Views
27 Pages

19 January 2021

Gully erosion is one of the most prominent natural denudation processes of the Mediterranean. It causes significant soil degradation and sediment yield. Most traditional field methods for measurement of erosion-induced spatio-temporal changes are tim...

  • Article
  • Open Access
64 Citations
6,987 Views
22 Pages

19 January 2021

Rapid urbanization greatly alters land surface vegetation cover and heat distribution, leading to the development of the urban heat island (UHI) effect and seriously affecting the healthy development of cities and the comfort of living. As an indicat...

  • Article
  • Open Access
47 Citations
7,815 Views
22 Pages

19 January 2021

Nowadays, LiDAR is widely used for individual tree detection, usually providing higher accuracy in coniferous stands than in deciduous ones, where the rounded-crown, the presence of understory vegetation, and the random spatial tree distribution may...

  • Article
  • Open Access
30 Citations
4,538 Views
24 Pages

19 January 2021

Convolutional neural networks have been highly successful in hyperspectral image classification owing to their unique feature expression ability. However, the traditional data partitioning strategy in tandem with patch-wise classification may lead to...

  • Article
  • Open Access
13 Citations
5,830 Views
19 Pages

Predicting the Presence of Leptospires in Rodents from Environmental Indicators Opens Up Opportunities for Environmental Monitoring of Human Leptospirosis

  • Leon Biscornet,
  • Christophe Révillion,
  • Sylvaine Jégo,
  • Erwan Lagadec,
  • Yann Gomard,
  • Gildas Le Minter,
  • Gérard Rocamora,
  • Vanina Guernier-Cambert,
  • Julien Mélade and
  • Koussay Dellagi
  • + 2 authors

19 January 2021

Leptospirosis, an environmental infectious disease of bacterial origin, is the infectious disease with the highest associated mortality in Seychelles. In small island territories, the occurrence of the disease is spatially heterogeneous and a better...

  • Article
  • Open Access
17 Citations
4,690 Views
28 Pages

On the Generalization Ability of Data-Driven Models in the Problem of Total Cloud Cover Retrieval

  • Mikhail Krinitskiy,
  • Marina Aleksandrova,
  • Polina Verezemskaya,
  • Sergey Gulev,
  • Alexey Sinitsyn,
  • Nadezhda Kovaleva and
  • Alexander Gavrikov

19 January 2021

Total Cloud Cover (TCC) retrieval from ground-based optical imagery is a problem that has been tackled by several generations of researchers. The number of human-designed algorithms for the estimation of TCC grows every year. However, there has been...

  • Feature Paper
  • Article
  • Open Access
29 Citations
6,728 Views
24 Pages

19 January 2021

Digital image correlation (DIC) is a commonly-adopted technique in geoscience and natural hazard studies to measure the surface deformation of various geophysical phenomena. In the last decades, several different correlation functions have been devel...

  • Article
  • Open Access
15 Citations
5,469 Views
26 Pages

19 January 2021

The classification of high-resolution (HR) synthetic aperture radar (SAR) images is of great importance for SAR scene interpretation and application. However, the presence of intricate spatial structural patterns and complex statistical nature makes...

  • Feature Paper
  • Article
  • Open Access
9 Citations
3,933 Views
18 Pages

19 January 2021

Sun induced chlorophyll fluorescence (SICF) emitted by phytoplankton provides considerable insights into the vital role of the carbon productivity of the earth’s aquatic ecosystems. However, the SICF signal leaving a water body is highly affect...

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Remote Sens. - ISSN 2072-4292