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Remote Sensing, Volume 10, Issue 9

September 2018 - 180 articles

Cover Story: The analysis and classification of tree species and tree species groups has a long history in remote sensing and is not only of scientific interest but also important for applied forestry. Different machine-learning algorithms (Random Forest and Support Vector Machines) are tested using Sentinel-2 data and forest inventory data in object- and pixel-based approaches to classify tree species in two German forest areas. The proposed semi-automatic and highly scalable workflow achieved an overall accuracy of 88%, indicating that it is well-suited to be used on larger areas with a similar forest structure. Moreover, the proposed method allows a streamlined workflow for applied forestry by providing analysis results directly to mobile applications for validation and data collection in the field. View this paper.
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Articles (180)

  • Editorial
  • Open Access
5 Citations
4,783 Views
7 Pages

Recent Progress in Quantitative Land Remote Sensing in China

  • Shunlin Liang,
  • Jiancheng Shi and
  • Guangjian Yan

18 September 2018

During the past forty years, since the first book with a title mentioning quantitative and remote sensing was published [1], quantitative land remote sensing has advanced dramatically, and numerous books have been published since then [2–6] alt...

  • Article
  • Open Access
25 Citations
4,280 Views
19 Pages

Time-Varying SAR Interference Suppression Based on Delay-Doppler Iterative Decomposition Algorithm

  • Jia Su,
  • Haihong Tao,
  • Mingliang Tao,
  • Jian Xie,
  • Yuexian Wang and
  • Ling Wang

18 September 2018

Narrow-band interference (NBI) and Wide-band interference (WBI) are critical issues for synthetic aperture radar (SAR), which degrades the imaging quality severely. Since some complex signals can be modeled as linear frequency modulated (LFM) signals...

  • Article
  • Open Access
9 Citations
4,745 Views
16 Pages

18 September 2018

China has the greatest afforestation area in the world, mainly due to the implementation of various ecological restoration projects, which have taken place over several decades. However, the progress of these restoration projects has rarely been eval...

  • Article
  • Open Access
35 Citations
6,930 Views
21 Pages

Potential of Cost-Efficient Single Frequency GNSS Receivers for Water Vapor Monitoring

  • Andreas Krietemeyer,
  • Marie-claire Ten Veldhuis,
  • Hans Van der Marel,
  • Eugenio Realini and
  • Nick Van de Giesen

18 September 2018

Dual-frequency Global Navigation Satellite Systems (GNSSs) enable the estimation of Zenith Tropospheric Delay (ZTD) which can be converted to Precipitable Water Vapor (PWV). The density of existing GNSS monitoring networks is insufficient to capture...

  • Article
  • Open Access
33 Citations
7,435 Views
21 Pages

18 September 2018

Coastal dunes are globally-distributed dynamic ecosystems that occur at the land-sea interface. They are sensitive to disturbance both from natural forces and anthropogenic stressors, and therefore require regular monitoring to track changes in their...

  • Feature Paper
  • Article
  • Open Access
136 Citations
11,223 Views
18 Pages

Irrigation Mapping Using Sentinel-1 Time Series at Field Scale

  • Qi Gao,
  • Mehrez Zribi,
  • Maria Jose Escorihuela,
  • Nicolas Baghdadi and
  • Pere Quintana Segui

18 September 2018

The recently launched Sentinel-1 satellite with a Synthetic Aperture Radar (SAR) sensor onboard offers a powerful tool for irrigation monitoring under various weather conditions, with high spatial and temporal resolution. This research discusses the...

  • Article
  • Open Access
70 Citations
12,827 Views
20 Pages

Surface Moisture and Vegetation Cover Analysis for Drought Monitoring in the Southern Kruger National Park Using Sentinel-1, Sentinel-2, and Landsat-8

  • Marcel Urban,
  • Christian Berger,
  • Tami E. Mudau,
  • Kai Heckel,
  • John Truckenbrodt,
  • Victor Onyango Odipo,
  • Izak P. J. Smit and
  • Christiane Schmullius

17 September 2018

During the southern summer season of 2015 and 2016, South Africa experienced one of the most severe meteorological droughts since the start of climate recording, due to an exceptionally strong El Niño event. To investigate spatiotemporal dynam...

  • Article
  • Open Access
23 Citations
5,532 Views
22 Pages

Evaluation of SMAP Freeze/Thaw Retrieval Accuracy at Core Validation Sites in the Contiguous United States

  • Simon Kraatz,
  • Jennifer M. Jacobs,
  • Ronny Schröder,
  • Eunsang Cho,
  • Michael Cosh,
  • Mark Seyfried,
  • John Prueger and
  • Stan Livingston

17 September 2018

Seasonal freeze-thaw (FT) impacts much of the northern hemisphere and is an important control on its water, energy, and carbon cycle. Although FT in natural environments extends south of 45°N, FT studies using the L-band have so far been restrict...

  • Article
  • Open Access
137 Citations
14,099 Views
18 Pages

Combining UAV-Based Vegetation Indices and Image Classification to Estimate Flower Number in Oilseed Rape

  • Liang Wan,
  • Yijian Li,
  • Haiyan Cen,
  • Jiangpeng Zhu,
  • Wenxin Yin,
  • Weikang Wu,
  • Hongyan Zhu,
  • Dawei Sun,
  • Weijun Zhou and
  • Yong He

17 September 2018

Remote estimation of flower number in oilseed rape under different nitrogen (N) treatments is imperative in precision agriculture and field remote sensing, which can help to predict the yield of oilseed rape. In this study, an unmanned aerial vehicle...

  • Article
  • Open Access
22 Citations
4,722 Views
15 Pages

16 September 2018

Quality-control procedures and their impact on data quality are described for the High-Frequency Ocean Radar (HFR) network in Australia, in particular for the commercial phased-array (WERA) HFR type. Threshold-based quality-control procedures were us...

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Remote Sens. - ISSN 2072-4292