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  • image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    Authors: Arshid Pervez; Jehanzeb Ali Shah; Hajira Haroon; Qaisar Mahmood; +4 Authors

    Copper (Cu(2+)) containing wastewaters are extensively released from different industries and its excessive entry into food chains results in serious health impairments, carcinogenicity and mutagenesis in various living systems. An array of technologies is in use to remediate Cu(2+) from wastewaters. Adsorption is the most attractive option due to the availability of cost effective, sustainable and eco-friendly bioadsorbents. The current review is dedicated to presenting state of the art knowledge on various bioadsorbents and physico-chemical conditions used to remediate Cu(2+) from waste streams. The advantages and constraints of various adsorbents were also discussed. The literature revealed the maximum Cu adsorption capacities of various bioadsorbents in the order of algae>agricultural and forest>fungal>bacterial>activated carbon>yeast. However, based on the average Cu adsorption capacity, the arrangement can be: activated carbon>algal>bacterial>agriculture and forest-derived>fungal>yeast biomass. The data of Cu removal using these bioadsorbents were found best fit both Freundlich and Langmuir models. Agriculture and forest derived bioadsorbents have greater potential for Cu removal because of higher uptake, cheaper nature, bulk availability and mono to multilayer adsorption behavior. Higher costs at the biomass transformation stage and decreasing efficiency with desorption cycles are the major constraints to implement this technology.

    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Journal of Hazardous...arrow_drop_down
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    Journal of Hazardous Materials
    Article . 2013 . Peer-reviewed
    License: Elsevier TDM
    Data sources: Crossref
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Journal of Hazardous...arrow_drop_down
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      Journal of Hazardous Materials
      Article . 2013 . Peer-reviewed
      License: Elsevier TDM
      Data sources: Crossref
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Asim Khan; Manfred Koch; Adnan Tahir;

    Projecting future hydrology for the mountainous, highly glaciated upper Indus basin (UIB) is a challenging task because of uncertainties in future climate projections and issues with the coverage and quality of available reference climatic data and hydrological modelling approaches. This study attempts to address these issues by utilizing the semi-distributed hydrological model “Soil and water assessment tool” (SWAT) with new climate datasets and better spatial and altitudinal representation as well as a wider range of future climate forcing models (general circulation model/regional climate model combinations (GCMs_RCMs) from the “Coordinated Regional Climate Downscaling Experiment-South Asia (CORDEX-SA) project to assess different aspects of future hydrology (mean flows, extremes and seasonal changes). Contour maps for the mean annual flow and actual evapotranspiration as a function of the downscaled projected mean annual precipitation and temperatures are produced and can serve as a “hands-on” forecast tool of future hydrology. The overall results of these future SWAT hydrological projections indicate similar trends of changes in magnitudes, seasonal patterns and extremes of the UIB—stream flows for almost all climate scenarios/models/periods—combinations analyzed. In particular, all but one GCM_RCM model—the one predicting a very high future temperature rise—indicated mean annual flow increases throughout the 21st century, wherefore, interestingly, these are stronger for the middle years (2041–2070) than at its end (2071–2100). The seasonal shifts as well as the extremes follow also similar trends for all climate scenario/model/period combinations, e.g., an earlier future arrival (in May–June instead of July–August) of high flows and increased spring and winter flows, with upper flow extremes (peaks) projected to drastically increase by 50 to >100%, and with significantly decreased annual recurrence intervals, i.e., a tremendously increased future flood hazard for the UIB. The future low flows projections also show more extreme values, with lower-than-nowadays-experienced minimal flows occurring more frequently and with much longer annual total duration.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Sustainabilityarrow_drop_down
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Sustainability
    Article . 2020 . Peer-reviewed
    License: CC BY
    Data sources: Crossref
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Sustainability
    Article . 2020
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Sustainabilityarrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Sustainability
      Article . 2020 . Peer-reviewed
      License: CC BY
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Sustainability
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      Article . 2020
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Siddique Ullah; Adnan Ahmad Tahir; Tahir Ali Akbar; Quazi K. Hassan; +3 Authors

    Population growth and population inflow from other regions has caused urbanization which altered land use land cover (LULC) in the lower Himalayan regions of Pakistan. This LULC change increased the land surface temperature (LST) in the region. LULC and LST changes were assessed for the period of 1990–2017 using Landsat data and the support vector machine (SVM) method. A combined cellular automata and artificial neural network (CA-ANN) prediction model was used for simulation of LULC changes for the period of 2032 and 2047 using transition potential matrix obtained from the data years of 2002 and 2017. The accuracy of the CA-ANN model was validated using simulated and classified images of 2017 with correctness value of 70% using validation modules in QGIS. The thermal bands of Landsat images from the years 1990, 2002 and 2017 were used for LST derivation. LST acquired for this period was then modeled for 2032 and 2047 using urban indices (UI) and linear regression analysis. The SVM land cover classification results showed a 5.75% and 4.22% increase in built-up area and bare soil respectively, while vegetation declined by 9.88% during 1990–2017. The results of LST for LULC classes showed that the built-up area had the highest mean LST as compared to other classes. The future projection of LULC and LST showed that the built-up area may increase by 12.48% and 14.65% in 2032 and 2047, respectively, of the total LULC area which was ~11% in 2017. Similarly, the area with temperature above 30 °C could be 44.01% and 58.02% in 2032 and 2047, respectively, of the total study area which was 18.64% in 2017. This study identified major challenges for urban planners to mitigate the urban heat island (UHI) phenomenon. In order to address the UHI in the study area, an urban planner might focus on urban plantation and decentralization of urban areas.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Sustainabilityarrow_drop_down
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Sustainability
    Article . 2019 . Peer-reviewed
    License: CC BY
    Data sources: Crossref
    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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    Article . 2019
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Sustainabilityarrow_drop_down
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Sustainability
      Article . 2019 . Peer-reviewed
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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      Article . 2019
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Shiyin Liu; Siddique Ullah; Sher Muhammad; Sher Muhammad; +4 Authors

    AbstractGlaciers in the northern Pakistan are a distinctive source of freshwater for the irrigation, drinking and industrial water supplies of the people living in those regions and downstream. These glaciers are under a direct global warming impact as indicated in many previous studies. In this study, we estimated the glacier dynamics in terms of Equilibrium Line Altitude (ELA), mass balance and the snout position variation using remote sensing data between 2001 and 2018. Six glaciers, having area ≥ 20 km2 each, situated in the Chitral region (Hindukush Mountains) were investigated in this study. Digital Elevation Model (DEM) and available cloud-free continuous series of Landsat and Sentinel the entire study area was a retreat of -231 ± 140 m. No obvious relationship was found between the glacier variation trends and the available gauged climatic data possibly due to the presence of debris cover in ablation zones of all the studied glaciers which provides insulation and reduces the immediate climatic effects.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Journal of Mountain ...arrow_drop_down
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    Journal of Mountain Science
    Article . 2020 . Peer-reviewed
    License: CC BY
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    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Journal of Mountain Science
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    https://dx.doi.org/10.60692/j5...
    Other literature type . 2020
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    Other literature type . 2020
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ Journal of Mountain ...arrow_drop_down
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      Journal of Mountain Science
      Article . 2020 . Peer-reviewed
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      image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
      Journal of Mountain Science
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      https://dx.doi.org/10.60692/j5...
      Other literature type . 2020
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      https://dx.doi.org/10.60692/ma...
      Other literature type . 2020
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  • image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
    Authors: Jesse Norris; Leila M. V. Carvalho; Charles Jones; Forest Cannon; +3 Authors

    The Weather Research and Forecasting (WRF) model is used to simulate the spatiotemporal distribution of precipitation over central Asia over the year April 2005 through March 2006. Experiments are performed at 6.7 km horizontal grid spacing, with an emphasis on winter and summer precipitation over the Himalaya. The model and the Tropical Rainfall Measuring Mission show a similar inter-seasonal cycle of precipitation, from extratropical cyclones to monsoon precipitation, with agreement also in the diurnal cycle of monsoon precipitation. In winter months, WRF compares better in timeseries of daily precipitation to stations below than above 3-km elevation, likely due to inferior measurement of snow than rain by the stations, highlighting the need for reliable snowfall measurements at high elevations in winter. In summer months, the nocturnal precipitation cycle in the foothills and valleys of the Himalaya is captured by this 6.7-km WRF simulation, while coarser simulations with convective parameterization show near zero nocturnal precipitation. In winter months, higher resolution is less important, serving only to slightly increase precipitation magnitudes due to steeper slopes. However, even in the 6.7-km simulation, afternoon precipitation is overestimated at high elevations, which can be reduced by even higher-resolution (2.2-km) simulations. These results indicate that WRF provides skillful simulations of precipitation relevant for studies of water resources over the complex terrain in the Himalaya.

    image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ University of Califo...arrow_drop_down
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    Climate Dynamics
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      Climate Dynamics
      Article . 2016 . Peer-reviewed
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    Authors: Adnan Ahmad Tahir; Samreen Abdul Hakeem; Tiesong Hu; Huma Hayat; +1 Authors

    Pakistan is an agriculture-based economy and major proportion of irrigation water for its cultivated lands is abstracted from the Upper Indus Basin (UIB). UIB water supplies are mostly contributed from the high-altitude snow and glacier fields situated in the Hindukush–Karakoram–Himalayan ranges. Any change in the flows of these river catchments due to climate variability may result in the form of catastrophic events like floods and droughts and hence will adversely affect the economy of Pakistan. This study aims to simulate snowmelt runoff in a mountainous sub-catchment (Shyok River basin) of the UIB under climate change scenarios. Snowmelt Runoff Model (SRM) coupled with remotely sensed snow cover product (MOD10A2) is used to simulate the snowmelt runoff under current and future climate scenarios in the study area. The results indicate that (a) SRM has efficiently simulated the flow in Shyok River with average Nash–Sutcliff coefficient value (R2) of 0.8 (0.63–0.93) for all six years (2000–2006) of basin-wide and zone-wise simulations, (b) an increase of 10% (by 2050) and 20% (by 2075) in SCA will result in a flow rise of ∼11% and ∼20%, respectively, and (c) an increase of 1°C (by 2025), 2°C (by 2050), 3°C (by 2075) and 4°C (by 2100) in mean temperature will result in a flow rise of ∼26%, ∼54%, ∼81% and ∼118%, respectively. This study suggests that SRM equipped with remotely sensed snow cover data is an effective tool to estimate snowmelt runoff in high mountain data-scarce environments.

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    International Journal of Digital Earth
    Article . 2017 . Peer-reviewed
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      International Journal of Digital Earth
      Article . 2017 . Peer-reviewed
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    Authors: Tahir A., A.; Chevallier, P.; Arnaud, Y.; Neppel, L.; +1 Authors

    A major proportion of flow in the Indus River is contributed by its snow and glacier-fed river catchments situated in the Karakoram Range. It is therefore essential to estimate the snowmelt runoff from these catchments (with no or scarce precipitation records) for water resources management. The snowmelt runoff model (SRM) integrated with MODIS remote-sensing snow cover products was selected to simulate the daily discharges and to study the climate change impact on these discharges in the previous termHunzanext term River basin (the snow- and glacier-fed sub-catchment of the Indus River). The results obtained suggest that the SRM can be used efficiently in the snow- and glacier-fed sub-catchments of the Upper Indus River Basin (UIB). The application of the SRM under future climate (mean temperature, precipitation and snow cover) change scenarios indicates a doubling of summer runoff until the middle of this century. This analysis suggests that new reservoirs will be necessary for summer flow storage to meet with the needs of irrigation supply, increasing power generation demand, flood control and water supply.

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    Horizon / Pleins textes
    Other literature type . 2011
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    Journal of Hydrology
    Article . 2011 . Peer-reviewed
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      Horizon / Pleins textes
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      Journal of Hydrology
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    Authors: Waheed Ullah; Khalid Ahmad; Siddique Ullah; Adnan Ahmad Tahir; +5 Authors

    La température de surface du sol (LST) affecte l'échange d'énergie entre la surface de la terre et l'atmosphère, ce qui est important pour l'étude des changements environnementaux. Cependant, aucune recherche n'a été effectuée sur la relation entre le LST, le Land Use Land Cover (LULC) et le Normalized Difference Vegetation Index (NDVI) avec les éléments topographiques de la région du Bas-Himalaya. Par conséquent, la présente étude a exploré la relation entre les types LST et NDVI, et les types LULC avec des éléments topographiques dans la région de l'Himalaya inférieur du Pakistan. La zone d'étude a été divisée en directions Nord-Sud, Ouest-Est, Nord-Ouest à Sud-Est et Nord-Est à Sud-Est à l'aide de l'analyse 3D ArcMap. La présente étude a utilisé les données Landsat 8 (OLI/TIRS) de mai 2021 pour l'analyse LULC et LST dans la zone d'étude. Les données LST ont été obtenues à partir de la bande thermique de Landsat 8 (TIRS), tandis que le LULC des zones d'étude a été classé à l'aide de la méthode de classification de probabilité maximale (MLC) à l'aide des données Landsat 8 (OLI). TIRS collecte des données pour deux bandes spectrales étroites (B10 et B11) avec une longueur d'onde spectrale de 10,6 μm -12,51 μm dans la région thermique autrefois couverte par une large bande spectrale (B6) sur Landsat 4-7. Avec les produits de données 12 bits, les données TIRS sont disponibles en format de fichier radiométrique, géométrique et corrigé du terrain. L'effet de l'élévation sur le LST a été évalué à l'aide du LST et des données d'élévation obtenues sur le site Web de l'USGS. Le LST à travers les types LULC avec des pentes ensoleillées et ombragées a été analysé pour évaluer l'influence des directions de pente. La relation du LST avec l'élévation et le NDVI a été examinée à l'aide d'une analyse de corrélation. Les résultats ont indiqué que le LST a diminué du Nord-Sud et du Sud-Est, tout en augmentant du Nord-Est et du Sud-Ouest. Le coefficient de corrélation entre le LST et l'élévation était négatif, avec une valeur R de -0,51. Les résultats de l'IVDN avec élévation ont montré que l'IVDN augmente avec une augmentation de l'élévation. L'analyse zonale de la LST pour différents types de LULC a montré que les sols bâtis et nus avaient la LST moyenne la plus élevée, qui était de 35,76 °C et 28,08 °C, respectivement, suivis de l'agriculture, de la végétation et des plans d'eau. La différence moyenne de LST entre les pentes ensoleillées et ombragées était de 1,02 °C. La corrélation entre NDVI et LST était négative pour tous les types de LULC à l'exception du plan d'eau. Les résultats de cette étude peuvent être utilisés pour assurer un développement urbain durable et minimiser les effets des îlots de chaleur urbains en fournissant des directives efficaces aux urbanistes, aux décideurs et aux autorités respectives de la région du Bas-Himalaya. Les résultats actuels de la télédétection thermique peuvent être utilisés pour modéliser les flux d'énergie et les processus de surface dans la zone d'étude. La temperatura de la superficie terrestre (LST) afecta el intercambio de energía entre la superficie terrestre y la atmósfera, lo cual es importante para estudiar los cambios ambientales. Sin embargo, no se han realizado investigaciones sobre la relación entre LST, Land Use Land Cover (LULC) y Normalized Difference Vegetation Index (NDVI) con elementos topográficos en la región del bajo Himalaya. Por lo tanto, el presente estudio exploró la relación entre LST y NDVI, y los tipos de LULC con elementos topográficos en la región del bajo Himalaya de Pakistán. El área de estudio se dividió en direcciones Norte-Sur, Oeste-Este, Noroeste a Sureste y Noreste a Sureste utilizando el análisis 3D ArcMap. El estudio actual utilizó datos de Landsat 8 (OLI/TIRS) de mayo de 2021 para el análisis de LULC y LST en el área de estudio. Los datos de LST se obtuvieron de la banda térmica de Landsat 8 (TIRS), mientras que el LULC de las áreas de estudio se clasificó utilizando el método de Clasificación de Máxima Verosimilitud (MLC) utilizando datos de Landsat 8 (OLI). TIRS recopila datos para dos bandas espectrales estrechas (B10 y B11) con una longitud de onda espectral de 10.6 μm-12.51 μm en la región térmica anteriormente cubierta por una banda espectral ancha (B6) en Landsat 4-7. Con productos de datos de 12 bits, los datos TIRS están disponibles en formato de archivo radiométrico, geométrico y corregido por el terreno. El efecto de la elevación en el LST se evaluó utilizando el LST y los datos de elevación obtenidos del sitio web del USGS. Se analizó el LST en los tipos de LULC con pendientes soleadas y sombreadas para evaluar la influencia de las direcciones de las pendientes. La relación de LST con la elevación y NDVI se examinó mediante análisis de correlación. Los resultados indicaron que el LST disminuyó desde el Norte-Sur y el Sureste, mientras que aumentó desde el Noreste y el Suroeste. El coeficiente de correlación entre LST y elevación fue negativo, con un valor R de -0.51. Los hallazgos de NDVI con altitud mostraron que NDVI aumenta con un aumento en la altitud. El análisis zonal de LST para diferentes tipos de LULC mostró que el suelo edificado y desnudo tuvo el LST medio más alto, que fue de 35.76 ° C y 28.08 ° C, respectivamente, seguido de la agricultura, la vegetación y los cuerpos de agua. La diferencia media de LST entre las pendientes soleadas y sombreadas fue de 1,02 °C. La correlación entre NDVI y LST fue negativa para todos los tipos de LULC, excepto para la masa de agua. Los hallazgos de este estudio se pueden utilizar para garantizar el desarrollo urbano sostenible y minimizar los efectos de las islas de calor urbano al proporcionar pautas efectivas para los planificadores urbanos, los responsables de la formulación de políticas y las autoridades respectivas en la región del Bajo Himalaya. Los hallazgos actuales de teledetección térmica se pueden utilizar para modelar flujos de energía y procesos superficiales en el área de estudio. Land Surface Temperature (LST) affects exchange of energy between earth surface and atmosphere which is important for studying environmental changes. However, research on the relationship between LST, Land Use Land Cover (LULC), and Normalized Difference Vegetation Index (NDVI) with topographic elements in the lower Himalayan region has not been done. Therefore, the present study explored the relationship between LST and NDVI, and LULC types with topographic elements in the lower Himalayan region of Pakistan. The study area was divided into North-South, West-East, North-West to South-East and North-East to South-East directions using ArcMap 3D analysis. The current study used Landsat 8 (OLI/TIRS) data from May 2021 for LULC and LST analysis in the study area. The LST data was obtained from the thermal band of Landsat 8 (TIRS), while the LULC of the study areas was classified using the Maximum Likelihood Classification (MLC) method utilizing Landsat 8 (OLI) data. TIRS collects data for two narrow spectral bands (B10 and B11) with spectral wavelength of 10.6 μm-12.51 μm in the thermal region formerly covered by one wide spectral band (B6) on Landsat 4-7. With 12-bit data products, TIRS data is available in radiometric, geometric, and terrain-corrected file format. The effect of elevation on LST was assessed using LST and elevation data obtained from the USGS website. The LST across LULC types with sunny and shady slopes was analyzed to assess the influence of slope directions. The relationship of LST with elevation and NDVI was examined using correlation analysis. The results indicated that LST decreased from North-South and South-East, while increasing from North-East and South-West directions. The correlation coefficient between LST and elevation was negative, with an R-value of -0.51. The NDVI findings with elevation showed that NDVI increases with an increase in elevation. Zonal analysis of LST for different LULC types showed that built-up and bare soil had the highest mean LST, which was 35.76 °C and 28.08 °C, respectively, followed by agriculture, vegetation, and water bodies. The mean LST difference between sunny and shady slopes was 1.02 °C. The correlation between NDVI and LST was negative for all LULC types except the water body. This study findings can be used to ensure sustainable urban development and minimize urban heat island effects by providing effective guidelines for urban planners, policymakers, and respective authorities in the Lower Himalayan region. The current thermal remote sensing findings can be used to model energy fluxes and surface processes in the study area. تؤثر درجة حرارة سطح الأرض (LST) على تبادل الطاقة بين سطح الأرض والغلاف الجوي وهو أمر مهم لدراسة التغيرات البيئية. ومع ذلك، لم يتم إجراء بحث حول العلاقة بين LST والغطاء الأرضي لاستخدام الأراضي (LULC) ومؤشر الاختلاف الطبيعي للغطاء النباتي (NDVI) مع العناصر الطبوغرافية في منطقة الهيمالايا السفلى. لذلك، استكشفت الدراسة الحالية العلاقة بين LST و NDVI، وأنواع LULC مع العناصر الطبوغرافية في منطقة الهيمالايا السفلى في باكستان. تم تقسيم منطقة الدراسة إلى الشمال والجنوب والغرب الشرقي والشمال الغربي إلى الجنوب الشرقي والشمال الشرقي إلى الجنوب الشرقي باستخدام تحليل ArcMap 3D. استخدمت الدراسة الحالية بيانات Landsat 8 (OLI/TIRS) من مايو 2021 لتحليل LULC و LST في منطقة الدراسة. تم الحصول على بيانات LST من النطاق الحراري لـ Landsat 8 (TIRS)، بينما تم تصنيف LULC لمناطق الدراسة باستخدام طريقة تصنيف الاحتمالية القصوى (MLC) باستخدام بيانات Landsat 8 (OLI). يجمع TIRS البيانات لنطاقين طيفيين ضيقين (B10 و B11) بطول موجي طيفي يبلغ 10.6 ميكرومتر -12.51 ميكرومتر في المنطقة الحرارية التي كانت مغطاة سابقًا بنطاق طيفي واسع واحد (B6) على Landsat 4-7. مع منتجات بيانات 12 بت، تتوفر بيانات TIRS بتنسيق ملف إشعاعي وهندسي ومصحح للتضاريس. تم تقييم تأثير الارتفاع على LST باستخدام LST وبيانات الارتفاع التي تم الحصول عليها من موقع هيئة المسح الجيولوجي الأمريكية. تم تحليل LST عبر أنواع LULC ذات المنحدرات المشمسة والمظللة لتقييم تأثير اتجاهات المنحدر. تم فحص علاقة LST بالارتفاع ومؤشر NDVI باستخدام تحليل الارتباط. أشارت النتائج إلى أن LST انخفض من الشمال والجنوب والجنوب الشرقي، بينما زاد من الشمال الشرقي والجنوب الغربي. كان معامل الارتباط بين LST والارتفاع سلبيًا، حيث بلغت قيمة R -0.51. أظهرت نتائج مؤشر NDVI مع الارتفاع أن مؤشر NDVI يزداد مع زيادة الارتفاع. أظهر التحليل النطاقي لـ LST لأنواع LULC المختلفة أن التربة المبنية والعارية لديها أعلى متوسط LST، والذي كان 35.76 درجة مئوية و 28.08 درجة مئوية، على التوالي، تليها الزراعة والغطاء النباتي والمسطحات المائية. كان متوسط فرق LST بين المنحدرات المشمسة والمظللة 1.02 درجة مئوية. كانت العلاقة بين NDVI و LST سلبية لجميع أنواع LULC باستثناء المسطح المائي. يمكن استخدام نتائج هذه الدراسة لضمان التنمية الحضرية المستدامة وتقليل آثار الجزر الحرارية الحضرية من خلال توفير مبادئ توجيهية فعالة للمخططين الحضريين وواضعي السياسات والسلطات المعنية في منطقة الهيمالايا السفلى. يمكن استخدام نتائج الاستشعار عن بعد الحراري الحالية لنمذجة تدفقات الطاقة والعمليات السطحية في منطقة الدراسة.

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    Heliyon
    Article . 2023 . Peer-reviewed
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      Heliyon
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    Authors: Muhammad Saifullah; Shiyin Liu; Adnan Ahmad Tahir; Muhammad Zaman; +5 Authors

    Water shortages in Pakistan are among the most severe in the world, and its water resources are decreasing significantly due to the prevailing hydro-meteorological conditions. We assessed variations in meteorological and hydrological variables using innovative trend analysis (ITA) and traditional trend analysis methods at a practical significance level, which is also of practical interest. We developed threshold levels of hydrological variables and developed a non-parametric climate-sensitivity model of the high-altitude catchment of the western Himalayas. The runoff of Zone I decreased, while the temperature increased and the precipitation increased significantly. In Zone II, the runoff and temperature increased but the precipitation decreased. A two-dimensional visualization of the Pardé coefficient showed extreme drought events, and indicated greater sensitivity of the hydrological regime to temperature than to precipitation. The threshold levels of runoff for Zones I and II were 320 and 363 mm using the Q80 fixed method, while the mean runoff amounts were estimated to be 79.95 and 55.61 mm, respectively. The transient threshold levels varied by month, and the duration of droughts in Zones I and II ranged from 26.39 to 78.98 days. The sensitivity of the hydrological regime was estimated based on a modified climate-elasticity model (εp = 0.11–0.23, εt = −0.04–2.39) for Zones I and II, respectively. These results highlight the sensitivity of the hydrological regime to temperature, which influences the melting process. However, it is important to establish thresholds for hydrological variables and understand the climate sensitivity of the hydrological regime of the entire basin, so that policy makers and water managers can make sustainable water-resource-management decisions for this region.

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    Water
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    Water
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  • image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    Authors: Arshid Pervez; Jehanzeb Ali Shah; Hajira Haroon; Qaisar Mahmood; +4 Authors

    Copper (Cu(2+)) containing wastewaters are extensively released from different industries and its excessive entry into food chains results in serious health impairments, carcinogenicity and mutagenesis in various living systems. An array of technologies is in use to remediate Cu(2+) from wastewaters. Adsorption is the most attractive option due to the availability of cost effective, sustainable and eco-friendly bioadsorbents. The current review is dedicated to presenting state of the art knowledge on various bioadsorbents and physico-chemical conditions used to remediate Cu(2+) from waste streams. The advantages and constraints of various adsorbents were also discussed. The literature revealed the maximum Cu adsorption capacities of various bioadsorbents in the order of algae>agricultural and forest>fungal>bacterial>activated carbon>yeast. However, based on the average Cu adsorption capacity, the arrangement can be: activated carbon>algal>bacterial>agriculture and forest-derived>fungal>yeast biomass. The data of Cu removal using these bioadsorbents were found best fit both Freundlich and Langmuir models. Agriculture and forest derived bioadsorbents have greater potential for Cu removal because of higher uptake, cheaper nature, bulk availability and mono to multilayer adsorption behavior. Higher costs at the biomass transformation stage and decreasing efficiency with desorption cycles are the major constraints to implement this technology.

    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Journal of Hazardous...arrow_drop_down
    image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
    Journal of Hazardous Materials
    Article . 2013 . Peer-reviewed
    License: Elsevier TDM
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      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Journal of Hazardous...arrow_drop_down
      image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
      Journal of Hazardous Materials
      Article . 2013 . Peer-reviewed
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    Authors: Asim Khan; Manfred Koch; Adnan Tahir;

    Projecting future hydrology for the mountainous, highly glaciated upper Indus basin (UIB) is a challenging task because of uncertainties in future climate projections and issues with the coverage and quality of available reference climatic data and hydrological modelling approaches. This study attempts to address these issues by utilizing the semi-distributed hydrological model “Soil and water assessment tool” (SWAT) with new climate datasets and better spatial and altitudinal representation as well as a wider range of future climate forcing models (general circulation model/regional climate model combinations (GCMs_RCMs) from the “Coordinated Regional Climate Downscaling Experiment-South Asia (CORDEX-SA) project to assess different aspects of future hydrology (mean flows, extremes and seasonal changes). Contour maps for the mean annual flow and actual evapotranspiration as a function of the downscaled projected mean annual precipitation and temperatures are produced and can serve as a “hands-on” forecast tool of future hydrology. The overall results of these future SWAT hydrological projections indicate similar trends of changes in magnitudes, seasonal patterns and extremes of the UIB—stream flows for almost all climate scenarios/models/periods—combinations analyzed. In particular, all but one GCM_RCM model—the one predicting a very high future temperature rise—indicated mean annual flow increases throughout the 21st century, wherefore, interestingly, these are stronger for the middle years (2041–2070) than at its end (2071–2100). The seasonal shifts as well as the extremes follow also similar trends for all climate scenario/model/period combinations, e.g., an earlier future arrival (in May–June instead of July–August) of high flows and increased spring and winter flows, with upper flow extremes (peaks) projected to drastically increase by 50 to >100%, and with significantly decreased annual recurrence intervals, i.e., a tremendously increased future flood hazard for the UIB. The future low flows projections also show more extreme values, with lower-than-nowadays-experienced minimal flows occurring more frequently and with much longer annual total duration.

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    Sustainability
    Article . 2020 . Peer-reviewed
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    Authors: Siddique Ullah; Adnan Ahmad Tahir; Tahir Ali Akbar; Quazi K. Hassan; +3 Authors

    Population growth and population inflow from other regions has caused urbanization which altered land use land cover (LULC) in the lower Himalayan regions of Pakistan. This LULC change increased the land surface temperature (LST) in the region. LULC and LST changes were assessed for the period of 1990–2017 using Landsat data and the support vector machine (SVM) method. A combined cellular automata and artificial neural network (CA-ANN) prediction model was used for simulation of LULC changes for the period of 2032 and 2047 using transition potential matrix obtained from the data years of 2002 and 2017. The accuracy of the CA-ANN model was validated using simulated and classified images of 2017 with correctness value of 70% using validation modules in QGIS. The thermal bands of Landsat images from the years 1990, 2002 and 2017 were used for LST derivation. LST acquired for this period was then modeled for 2032 and 2047 using urban indices (UI) and linear regression analysis. The SVM land cover classification results showed a 5.75% and 4.22% increase in built-up area and bare soil respectively, while vegetation declined by 9.88% during 1990–2017. The results of LST for LULC classes showed that the built-up area had the highest mean LST as compared to other classes. The future projection of LULC and LST showed that the built-up area may increase by 12.48% and 14.65% in 2032 and 2047, respectively, of the total LULC area which was ~11% in 2017. Similarly, the area with temperature above 30 °C could be 44.01% and 58.02% in 2032 and 2047, respectively, of the total study area which was 18.64% in 2017. This study identified major challenges for urban planners to mitigate the urban heat island (UHI) phenomenon. In order to address the UHI in the study area, an urban planner might focus on urban plantation and decentralization of urban areas.

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    Sustainability
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    Authors: Shiyin Liu; Siddique Ullah; Sher Muhammad; Sher Muhammad; +4 Authors

    AbstractGlaciers in the northern Pakistan are a distinctive source of freshwater for the irrigation, drinking and industrial water supplies of the people living in those regions and downstream. These glaciers are under a direct global warming impact as indicated in many previous studies. In this study, we estimated the glacier dynamics in terms of Equilibrium Line Altitude (ELA), mass balance and the snout position variation using remote sensing data between 2001 and 2018. Six glaciers, having area ≥ 20 km2 each, situated in the Chitral region (Hindukush Mountains) were investigated in this study. Digital Elevation Model (DEM) and available cloud-free continuous series of Landsat and Sentinel the entire study area was a retreat of -231 ± 140 m. No obvious relationship was found between the glacier variation trends and the available gauged climatic data possibly due to the presence of debris cover in ablation zones of all the studied glaciers which provides insulation and reduces the immediate climatic effects.

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    Journal of Mountain Science
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    https://dx.doi.org/10.60692/j5...
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      Journal of Mountain Science
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    Authors: Jesse Norris; Leila M. V. Carvalho; Charles Jones; Forest Cannon; +3 Authors

    The Weather Research and Forecasting (WRF) model is used to simulate the spatiotemporal distribution of precipitation over central Asia over the year April 2005 through March 2006. Experiments are performed at 6.7 km horizontal grid spacing, with an emphasis on winter and summer precipitation over the Himalaya. The model and the Tropical Rainfall Measuring Mission show a similar inter-seasonal cycle of precipitation, from extratropical cyclones to monsoon precipitation, with agreement also in the diurnal cycle of monsoon precipitation. In winter months, WRF compares better in timeseries of daily precipitation to stations below than above 3-km elevation, likely due to inferior measurement of snow than rain by the stations, highlighting the need for reliable snowfall measurements at high elevations in winter. In summer months, the nocturnal precipitation cycle in the foothills and valleys of the Himalaya is captured by this 6.7-km WRF simulation, while coarser simulations with convective parameterization show near zero nocturnal precipitation. In winter months, higher resolution is less important, serving only to slightly increase precipitation magnitudes due to steeper slopes. However, even in the 6.7-km simulation, afternoon precipitation is overestimated at high elevations, which can be reduced by even higher-resolution (2.2-km) simulations. These results indicate that WRF provides skillful simulations of precipitation relevant for studies of water resources over the complex terrain in the Himalaya.

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    CNR ExploRA
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    Climate Dynamics
    Article . 2016 . Peer-reviewed
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      Climate Dynamics
      Article . 2016 . Peer-reviewed
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    Authors: Adnan Ahmad Tahir; Samreen Abdul Hakeem; Tiesong Hu; Huma Hayat; +1 Authors

    Pakistan is an agriculture-based economy and major proportion of irrigation water for its cultivated lands is abstracted from the Upper Indus Basin (UIB). UIB water supplies are mostly contributed from the high-altitude snow and glacier fields situated in the Hindukush–Karakoram–Himalayan ranges. Any change in the flows of these river catchments due to climate variability may result in the form of catastrophic events like floods and droughts and hence will adversely affect the economy of Pakistan. This study aims to simulate snowmelt runoff in a mountainous sub-catchment (Shyok River basin) of the UIB under climate change scenarios. Snowmelt Runoff Model (SRM) coupled with remotely sensed snow cover product (MOD10A2) is used to simulate the snowmelt runoff under current and future climate scenarios in the study area. The results indicate that (a) SRM has efficiently simulated the flow in Shyok River with average Nash–Sutcliff coefficient value (R2) of 0.8 (0.63–0.93) for all six years (2000–2006) of basin-wide and zone-wise simulations, (b) an increase of 10% (by 2050) and 20% (by 2075) in SCA will result in a flow rise of ∼11% and ∼20%, respectively, and (c) an increase of 1°C (by 2025), 2°C (by 2050), 3°C (by 2075) and 4°C (by 2100) in mean temperature will result in a flow rise of ∼26%, ∼54%, ∼81% and ∼118%, respectively. This study suggests that SRM equipped with remotely sensed snow cover data is an effective tool to estimate snowmelt runoff in high mountain data-scarce environments.

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    International Journal of Digital Earth
    Article . 2017 . Peer-reviewed
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      International Journal of Digital Earth
      Article . 2017 . Peer-reviewed
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    Authors: Tahir A., A.; Chevallier, P.; Arnaud, Y.; Neppel, L.; +1 Authors

    A major proportion of flow in the Indus River is contributed by its snow and glacier-fed river catchments situated in the Karakoram Range. It is therefore essential to estimate the snowmelt runoff from these catchments (with no or scarce precipitation records) for water resources management. The snowmelt runoff model (SRM) integrated with MODIS remote-sensing snow cover products was selected to simulate the daily discharges and to study the climate change impact on these discharges in the previous termHunzanext term River basin (the snow- and glacier-fed sub-catchment of the Indus River). The results obtained suggest that the SRM can be used efficiently in the snow- and glacier-fed sub-catchments of the Upper Indus River Basin (UIB). The application of the SRM under future climate (mean temperature, precipitation and snow cover) change scenarios indicates a doubling of summer runoff until the middle of this century. This analysis suggests that new reservoirs will be necessary for summer flow storage to meet with the needs of irrigation supply, increasing power generation demand, flood control and water supply.

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    Horizon / Pleins textes
    Other literature type . 2011
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    Journal of Hydrology
    Article . 2011 . Peer-reviewed
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    Article . 2011
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      Horizon / Pleins textes
      Other literature type . 2011
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      Journal of Hydrology
      Article . 2011 . Peer-reviewed
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    Authors: Waheed Ullah; Khalid Ahmad; Siddique Ullah; Adnan Ahmad Tahir; +5 Authors

    La température de surface du sol (LST) affecte l'échange d'énergie entre la surface de la terre et l'atmosphère, ce qui est important pour l'étude des changements environnementaux. Cependant, aucune recherche n'a été effectuée sur la relation entre le LST, le Land Use Land Cover (LULC) et le Normalized Difference Vegetation Index (NDVI) avec les éléments topographiques de la région du Bas-Himalaya. Par conséquent, la présente étude a exploré la relation entre les types LST et NDVI, et les types LULC avec des éléments topographiques dans la région de l'Himalaya inférieur du Pakistan. La zone d'étude a été divisée en directions Nord-Sud, Ouest-Est, Nord-Ouest à Sud-Est et Nord-Est à Sud-Est à l'aide de l'analyse 3D ArcMap. La présente étude a utilisé les données Landsat 8 (OLI/TIRS) de mai 2021 pour l'analyse LULC et LST dans la zone d'étude. Les données LST ont été obtenues à partir de la bande thermique de Landsat 8 (TIRS), tandis que le LULC des zones d'étude a été classé à l'aide de la méthode de classification de probabilité maximale (MLC) à l'aide des données Landsat 8 (OLI). TIRS collecte des données pour deux bandes spectrales étroites (B10 et B11) avec une longueur d'onde spectrale de 10,6 μm -12,51 μm dans la région thermique autrefois couverte par une large bande spectrale (B6) sur Landsat 4-7. Avec les produits de données 12 bits, les données TIRS sont disponibles en format de fichier radiométrique, géométrique et corrigé du terrain. L'effet de l'élévation sur le LST a été évalué à l'aide du LST et des données d'élévation obtenues sur le site Web de l'USGS. Le LST à travers les types LULC avec des pentes ensoleillées et ombragées a été analysé pour évaluer l'influence des directions de pente. La relation du LST avec l'élévation et le NDVI a été examinée à l'aide d'une analyse de corrélation. Les résultats ont indiqué que le LST a diminué du Nord-Sud et du Sud-Est, tout en augmentant du Nord-Est et du Sud-Ouest. Le coefficient de corrélation entre le LST et l'élévation était négatif, avec une valeur R de -0,51. Les résultats de l'IVDN avec élévation ont montré que l'IVDN augmente avec une augmentation de l'élévation. L'analyse zonale de la LST pour différents types de LULC a montré que les sols bâtis et nus avaient la LST moyenne la plus élevée, qui était de 35,76 °C et 28,08 °C, respectivement, suivis de l'agriculture, de la végétation et des plans d'eau. La différence moyenne de LST entre les pentes ensoleillées et ombragées était de 1,02 °C. La corrélation entre NDVI et LST était négative pour tous les types de LULC à l'exception du plan d'eau. Les résultats de cette étude peuvent être utilisés pour assurer un développement urbain durable et minimiser les effets des îlots de chaleur urbains en fournissant des directives efficaces aux urbanistes, aux décideurs et aux autorités respectives de la région du Bas-Himalaya. Les résultats actuels de la télédétection thermique peuvent être utilisés pour modéliser les flux d'énergie et les processus de surface dans la zone d'étude. La temperatura de la superficie terrestre (LST) afecta el intercambio de energía entre la superficie terrestre y la atmósfera, lo cual es importante para estudiar los cambios ambientales. Sin embargo, no se han realizado investigaciones sobre la relación entre LST, Land Use Land Cover (LULC) y Normalized Difference Vegetation Index (NDVI) con elementos topográficos en la región del bajo Himalaya. Por lo tanto, el presente estudio exploró la relación entre LST y NDVI, y los tipos de LULC con elementos topográficos en la región del bajo Himalaya de Pakistán. El área de estudio se dividió en direcciones Norte-Sur, Oeste-Este, Noroeste a Sureste y Noreste a Sureste utilizando el análisis 3D ArcMap. El estudio actual utilizó datos de Landsat 8 (OLI/TIRS) de mayo de 2021 para el análisis de LULC y LST en el área de estudio. Los datos de LST se obtuvieron de la banda térmica de Landsat 8 (TIRS), mientras que el LULC de las áreas de estudio se clasificó utilizando el método de Clasificación de Máxima Verosimilitud (MLC) utilizando datos de Landsat 8 (OLI). TIRS recopila datos para dos bandas espectrales estrechas (B10 y B11) con una longitud de onda espectral de 10.6 μm-12.51 μm en la región térmica anteriormente cubierta por una banda espectral ancha (B6) en Landsat 4-7. Con productos de datos de 12 bits, los datos TIRS están disponibles en formato de archivo radiométrico, geométrico y corregido por el terreno. El efecto de la elevación en el LST se evaluó utilizando el LST y los datos de elevación obtenidos del sitio web del USGS. Se analizó el LST en los tipos de LULC con pendientes soleadas y sombreadas para evaluar la influencia de las direcciones de las pendientes. La relación de LST con la elevación y NDVI se examinó mediante análisis de correlación. Los resultados indicaron que el LST disminuyó desde el Norte-Sur y el Sureste, mientras que aumentó desde el Noreste y el Suroeste. El coeficiente de correlación entre LST y elevación fue negativo, con un valor R de -0.51. Los hallazgos de NDVI con altitud mostraron que NDVI aumenta con un aumento en la altitud. El análisis zonal de LST para diferentes tipos de LULC mostró que el suelo edificado y desnudo tuvo el LST medio más alto, que fue de 35.76 ° C y 28.08 ° C, respectivamente, seguido de la agricultura, la vegetación y los cuerpos de agua. La diferencia media de LST entre las pendientes soleadas y sombreadas fue de 1,02 °C. La correlación entre NDVI y LST fue negativa para todos los tipos de LULC, excepto para la masa de agua. Los hallazgos de este estudio se pueden utilizar para garantizar el desarrollo urbano sostenible y minimizar los efectos de las islas de calor urbano al proporcionar pautas efectivas para los planificadores urbanos, los responsables de la formulación de políticas y las autoridades respectivas en la región del Bajo Himalaya. Los hallazgos actuales de teledetección térmica se pueden utilizar para modelar flujos de energía y procesos superficiales en el área de estudio. Land Surface Temperature (LST) affects exchange of energy between earth surface and atmosphere which is important for studying environmental changes. However, research on the relationship between LST, Land Use Land Cover (LULC), and Normalized Difference Vegetation Index (NDVI) with topographic elements in the lower Himalayan region has not been done. Therefore, the present study explored the relationship between LST and NDVI, and LULC types with topographic elements in the lower Himalayan region of Pakistan. The study area was divided into North-South, West-East, North-West to South-East and North-East to South-East directions using ArcMap 3D analysis. The current study used Landsat 8 (OLI/TIRS) data from May 2021 for LULC and LST analysis in the study area. The LST data was obtained from the thermal band of Landsat 8 (TIRS), while the LULC of the study areas was classified using the Maximum Likelihood Classification (MLC) method utilizing Landsat 8 (OLI) data. TIRS collects data for two narrow spectral bands (B10 and B11) with spectral wavelength of 10.6 μm-12.51 μm in the thermal region formerly covered by one wide spectral band (B6) on Landsat 4-7. With 12-bit data products, TIRS data is available in radiometric, geometric, and terrain-corrected file format. The effect of elevation on LST was assessed using LST and elevation data obtained from the USGS website. The LST across LULC types with sunny and shady slopes was analyzed to assess the influence of slope directions. The relationship of LST with elevation and NDVI was examined using correlation analysis. The results indicated that LST decreased from North-South and South-East, while increasing from North-East and South-West directions. The correlation coefficient between LST and elevation was negative, with an R-value of -0.51. The NDVI findings with elevation showed that NDVI increases with an increase in elevation. Zonal analysis of LST for different LULC types showed that built-up and bare soil had the highest mean LST, which was 35.76 °C and 28.08 °C, respectively, followed by agriculture, vegetation, and water bodies. The mean LST difference between sunny and shady slopes was 1.02 °C. The correlation between NDVI and LST was negative for all LULC types except the water body. This study findings can be used to ensure sustainable urban development and minimize urban heat island effects by providing effective guidelines for urban planners, policymakers, and respective authorities in the Lower Himalayan region. The current thermal remote sensing findings can be used to model energy fluxes and surface processes in the study area. تؤثر درجة حرارة سطح الأرض (LST) على تبادل الطاقة بين سطح الأرض والغلاف الجوي وهو أمر مهم لدراسة التغيرات البيئية. ومع ذلك، لم يتم إجراء بحث حول العلاقة بين LST والغطاء الأرضي لاستخدام الأراضي (LULC) ومؤشر الاختلاف الطبيعي للغطاء النباتي (NDVI) مع العناصر الطبوغرافية في منطقة الهيمالايا السفلى. لذلك، استكشفت الدراسة الحالية العلاقة بين LST و NDVI، وأنواع LULC مع العناصر الطبوغرافية في منطقة الهيمالايا السفلى في باكستان. تم تقسيم منطقة الدراسة إلى الشمال والجنوب والغرب الشرقي والشمال الغربي إلى الجنوب الشرقي والشمال الشرقي إلى الجنوب الشرقي باستخدام تحليل ArcMap 3D. استخدمت الدراسة الحالية بيانات Landsat 8 (OLI/TIRS) من مايو 2021 لتحليل LULC و LST في منطقة الدراسة. تم الحصول على بيانات LST من النطاق الحراري لـ Landsat 8 (TIRS)، بينما تم تصنيف LULC لمناطق الدراسة باستخدام طريقة تصنيف الاحتمالية القصوى (MLC) باستخدام بيانات Landsat 8 (OLI). يجمع TIRS البيانات لنطاقين طيفيين ضيقين (B10 و B11) بطول موجي طيفي يبلغ 10.6 ميكرومتر -12.51 ميكرومتر في المنطقة الحرارية التي كانت مغطاة سابقًا بنطاق طيفي واسع واحد (B6) على Landsat 4-7. مع منتجات بيانات 12 بت، تتوفر بيانات TIRS بتنسيق ملف إشعاعي وهندسي ومصحح للتضاريس. تم تقييم تأثير الارتفاع على LST باستخدام LST وبيانات الارتفاع التي تم الحصول عليها من موقع هيئة المسح الجيولوجي الأمريكية. تم تحليل LST عبر أنواع LULC ذات المنحدرات المشمسة والمظللة لتقييم تأثير اتجاهات المنحدر. تم فحص علاقة LST بالارتفاع ومؤشر NDVI باستخدام تحليل الارتباط. أشارت النتائج إلى أن LST انخفض من الشمال والجنوب والجنوب الشرقي، بينما زاد من الشمال الشرقي والجنوب الغربي. كان معامل الارتباط بين LST والارتفاع سلبيًا، حيث بلغت قيمة R -0.51. أظهرت نتائج مؤشر NDVI مع الارتفاع أن مؤشر NDVI يزداد مع زيادة الارتفاع. أظهر التحليل النطاقي لـ LST لأنواع LULC المختلفة أن التربة المبنية والعارية لديها أعلى متوسط LST، والذي كان 35.76 درجة مئوية و 28.08 درجة مئوية، على التوالي، تليها الزراعة والغطاء النباتي والمسطحات المائية. كان متوسط فرق LST بين المنحدرات المشمسة والمظللة 1.02 درجة مئوية. كانت العلاقة بين NDVI و LST سلبية لجميع أنواع LULC باستثناء المسطح المائي. يمكن استخدام نتائج هذه الدراسة لضمان التنمية الحضرية المستدامة وتقليل آثار الجزر الحرارية الحضرية من خلال توفير مبادئ توجيهية فعالة للمخططين الحضريين وواضعي السياسات والسلطات المعنية في منطقة الهيمالايا السفلى. يمكن استخدام نتائج الاستشعار عن بعد الحراري الحالية لنمذجة تدفقات الطاقة والعمليات السطحية في منطقة الدراسة.

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    Authors: Muhammad Saifullah; Shiyin Liu; Adnan Ahmad Tahir; Muhammad Zaman; +5 Authors

    Water shortages in Pakistan are among the most severe in the world, and its water resources are decreasing significantly due to the prevailing hydro-meteorological conditions. We assessed variations in meteorological and hydrological variables using innovative trend analysis (ITA) and traditional trend analysis methods at a practical significance level, which is also of practical interest. We developed threshold levels of hydrological variables and developed a non-parametric climate-sensitivity model of the high-altitude catchment of the western Himalayas. The runoff of Zone I decreased, while the temperature increased and the precipitation increased significantly. In Zone II, the runoff and temperature increased but the precipitation decreased. A two-dimensional visualization of the Pardé coefficient showed extreme drought events, and indicated greater sensitivity of the hydrological regime to temperature than to precipitation. The threshold levels of runoff for Zones I and II were 320 and 363 mm using the Q80 fixed method, while the mean runoff amounts were estimated to be 79.95 and 55.61 mm, respectively. The transient threshold levels varied by month, and the duration of droughts in Zones I and II ranged from 26.39 to 78.98 days. The sensitivity of the hydrological regime was estimated based on a modified climate-elasticity model (εp = 0.11–0.23, εt = −0.04–2.39) for Zones I and II, respectively. These results highlight the sensitivity of the hydrological regime to temperature, which influences the melting process. However, it is important to establish thresholds for hydrological variables and understand the climate sensitivity of the hydrological regime of the entire basin, so that policy makers and water managers can make sustainable water-resource-management decisions for this region.

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