Automatic Strahler’s Stream Order Computing on Digital Stream Network Dataset

Author(s):  
Debabrata Ghorai ◽  
Gouri Sankar Bhunia ◽  
Pravat Kumar Shit
Keyword(s):  
2016 ◽  
Vol 845 ◽  
pp. 3-9
Author(s):  
Yusron Saadi ◽  
Agus Suroso ◽  
I.B. Giri Putra

Two series of suspended sediment concentration measurement within a stream network carried out during the dry and rainy season are presented in this paper. Information on suspended sediment concentration obtained from measurement are plotted on the map of stream network to allow a comparison between designated rivers.. The finding suggests that concentration of suspended sediment do not coincide with stream order. First stream order of both series of measurement have a lower concentration level of suspended sediment than that of the second and the third order respectively. A noticeable difference experienced by the fourth order river. Quite unexpectedly it has a lower suspended sediment concentration than the second and the third order rivers within the stream network. These features are found both in dry and rainy season measurement. Although there is a complexity in suspended sediment concentration transported by rivers of different order, the resulting map is very useful to be adopted as a main consideration in determining suitable approach and priority works in dealing with potential erosion and sedimentation of high degrading basin both using engineering and non engineering approaches.


2019 ◽  
Vol 125 ◽  
pp. 01005 ◽  
Author(s):  
Mochamad Seandy Alfarabi ◽  
Supriatna ◽  
Masita Dwi Mandini Manessa ◽  
Andry Rustanto ◽  
Yoanna Ristya

Sukabumi District located in Southern West Java known as a region that has diverse natural characteristics, however, it is vulnerable to disasters, especially landslides. Moreover, this study focuses on Cisolok District because this region always occurred landslides every year due to topography aspect. The aim of this study is to analyze the influence of geomorphology to landslide-prone area in Cisolok District to reduce landslides. This study used overlay analysis for geomorphology mapping, while the Frequency Ratio (FR) method used for landslide-prone area mapping. Several physical variables used in this study such as slope, elevation, lithology, geological structure, road network, stream network, land use, soil type, rainfall, and landslide location. The result shows that the study areas have diverse geomorphology units dominated by volcanic slope with steep topography. While landslide-prone area consist of four classes : namely 17,03% low, 62,05% medium, 14,4% high, and 6,51% very high. Variety of landslide vulnerability in study area influenced by terrain form, land genesis, and geomorphic process.


2020 ◽  
Vol 2020 (1) ◽  
Author(s):  
Guangyi Yang ◽  
Xingyu Ding ◽  
Tian Huang ◽  
Kun Cheng ◽  
Weizheng Jin

Abstract Communications industry has remarkably changed with the development of fifth-generation cellular networks. Image, as an indispensable component of communication, has attracted wide attention. Thus, finding a suitable approach to assess image quality is important. Therefore, we propose a deep learning model for image quality assessment (IQA) based on explicit-implicit dual stream network. We use frequency domain features of kurtosis based on wavelet transform to represent explicit features and spatial features extracted by convolutional neural network (CNN) to represent implicit features. Thus, we constructed an explicit-implicit (EI) parallel deep learning model, namely, EI-IQA model. The EI-IQA model is based on the VGGNet that extracts the spatial domain features. On this basis, the number of network layers of VGGNet is reduced by adding the parallel wavelet kurtosis value frequency domain features. Thus, the training parameters and the sample requirements decline. We verified, by cross-validation of different databases, that the wavelet kurtosis feature fusion method based on deep learning has a more complete feature extraction effect and a better generalisation ability. Thus, the method can simulate the human visual perception system better, and subjective feelings become closer to the human eye. The source code about the proposed EI-IQA model is available on github https://github.com/jacob6/EI-IQA.


1967 ◽  
Vol 78 (2) ◽  
pp. 428 ◽  
Author(s):  
Richard C. Harrel ◽  
Billy J. Davis ◽  
Troy C. Dorris

2020 ◽  
Author(s):  
Stefano Larsen ◽  
Bruno Majone ◽  
Patrick Zulian ◽  
Elisa Stella ◽  
Alberto Bellin ◽  
...  

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