Environmental dust effect phenomenon on the sustainability of urban areas using remote sensing data in GEE

Isazade, Vahid; Qasimi, Abdul Baser; Isazade, Esmail

doi:10.1007/s42797-022-00067-z

Cited by 3 publications

(3 citation statements)

References 28 publications

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“…The world is developing fast the motion Toward urbanization is built mainly through updating the texture maps [Seto et al, 2012;Sun et al, 2007]. Land use/cover maps are suitable for planning, environmental administration, disaster management, and public education on global development status [Qasimi et al, 2022]. The impacts of the growth of urbanization on the environment consist of triggering possibly destructive feedback such as a massive change in climate, water pollution, and destruction of nature by developing settlement areas [Ghanbari et al, 2022;Mohan and Kandya, 2015;Zia et al, 2015].…”

Section: Introductionmentioning

confidence: 99%

“…Urbanization accelerates significantly, and the number of sizable metropolises continues to grow [Hu et al, 2016]. For multiple years remote sensing of the satellite has been used for continuous mapping and observing various earth countenance consisting of urban objects [Isazade et al, 2022;. Methods and techniques are desired over manual view methods because of additional effectiveness and accuracy, like time and spatial coverage [Isazade et al, 2022;NISAR, 2018;Podest, 2018].…”

Section: Introductionmentioning

confidence: 99%

“…For multiple years remote sensing of the satellite has been used for continuous mapping and observing various earth countenance consisting of urban objects [Isazade et al, 2022;. Methods and techniques are desired over manual view methods because of additional effectiveness and accuracy, like time and spatial coverage [Isazade et al, 2022;NISAR, 2018;Podest, 2018]. Some international spaces agencies, including India and the European place agency the National Aeronautics and place command [Attarchi et al, 2020;Podest, 2018], have successfully developed and designed several optical satellites to observe and measure the features of the earth's surface, such as Landsat and IRS series [Kraus, 2003;Li et al, 2020;NISAR, 2018], Sentinel 2 along with artificial crevice radar (SAR) satellites so as RISAT-1, Sentinel 1-6, MODIS Aqua, Terra.…”

Section: Introductionmentioning

confidence: 99%

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Integrating Passive and Active Remote Sensing Data with Spatial Filters for Urban Growth Analysis in Urmia, Iran

Isazade,

Qasimi

et al. 2023

Russian Journal of Earth Sciences

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Active remote sensing and related technologies are one of the new tools recently used to monitor complications and urban growth. This research aims to investigate the effect of spatial filters on urban complications. The aim of this paper is to compare Lee, Frost and Average spatial filters with Landsat 8 satellite images and radar images with HH/HV polarization to investigate and identify urban features in the west of Urmia City. The results showed that Filterelli with the kernel 3 x 3 had reduced the spike noise in Alus Palsard satellite radar images in identifying the growth of urban tolls. Also, the results of K-means classification, the Lee filter with kernel size 3 x 3 more accurately identifies the urban features of the west of Urmia City. The kappa coefficient was 0.96%, and the overall accuracy of this filter was 97.36%. Therefore, Lee’s spatial filter has successfully identified the urban features of west Urmia with high accuracy. This system can be implemented in any other field due to its generality and reliability. This system may be a step towards remote sensing automation.

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