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Ecological assessment of water quality in the Kabul River, Pakistan, using statistical methods Cover

Ecological assessment of water quality in the Kabul River, Pakistan, using statistical methods

Open Access
|May 2017

Figures & Tables

Figure 1

Peshawar Valley with the Kabul River sampling sites on the map of Pakistan (http://www.un.org/Depts/Cartographic/map/profile/pakistan.pdf)
Peshawar Valley with the Kabul River sampling sites on the map of Pakistan (http://www.un.org/Depts/Cartographic/map/profile/pakistan.pdf)

Figure 2

The most distributed algal species-indicators in the Kabul River communities with their ecological preferences: Cymbella affinis Kützing (benthic, temperature-temperate, low-streaming waters, pH-indifferent, saproxene, oligosaprobe, oligotraphentic, autotrophic) (1); Diatoma vulgaris Bory (planktonic-benthic, low-streaming waters, chloride-indifferent, saproxene, beta-mesosaprobic, meso-eutraphentic, autotrophic) (2); Chroococcus turgidus (Kützing) Nägeli (planktonic-benthic, aerophile, halophile, xeno-beta-mesosaprobic) (3); Hydrodictyon reticulatum (Linnaeus) Bory (planktonic-benthic, standing water, oligo-alpha-mesosaprobic) (4); Cladophora glomerata (Linnaeus) Kützing (planktonic-benthic, low-streaming waters, chloride-indifferent, oligo-alpha-mesosaprobic) (5); Rhoicosphenia abbreviata (C.Agardh) Lange-Bertalot (benthic, low-streaming waters, chloride-indifferent, eurysaprobe, oligo-alpha-mesosaprobic, meso-eutraphentic, autotroph) (6). Scale bar: fig. 2(1-4): 6-10 μm; fig. 2(5): 50 μm
The most distributed algal species-indicators in the Kabul River communities with their ecological preferences: Cymbella affinis Kützing (benthic, temperature-temperate, low-streaming waters, pH-indifferent, saproxene, oligosaprobe, oligotraphentic, autotrophic) (1); Diatoma vulgaris Bory (planktonic-benthic, low-streaming waters, chloride-indifferent, saproxene, beta-mesosaprobic, meso-eutraphentic, autotrophic) (2); Chroococcus turgidus (Kützing) Nägeli (planktonic-benthic, aerophile, halophile, xeno-beta-mesosaprobic) (3); Hydrodictyon reticulatum (Linnaeus) Bory (planktonic-benthic, standing water, oligo-alpha-mesosaprobic) (4); Cladophora glomerata (Linnaeus) Kützing (planktonic-benthic, low-streaming waters, chloride-indifferent, oligo-alpha-mesosaprobic) (5); Rhoicosphenia abbreviata (C.Agardh) Lange-Bertalot (benthic, low-streaming waters, chloride-indifferent, eurysaprobe, oligo-alpha-mesosaprobic, meso-eutraphentic, autotroph) (6). Scale bar: fig. 2(1-4): 6-10 μm; fig. 2(5): 50 μm

Figure 3

Surface plots of relationships between biological and chemical variables at the Kabul River sites
Surface plots of relationships between biological and chemical variables at the Kabul River sites

Figure 4

CCA Biplot of relationships between divisional diversity and environmental variables in the Kabul River (a); CCA Triplot of relationships between the sites and environmental variables in the Kabul River (b)
CCA Biplot of relationships between divisional diversity and environmental variables in the Kabul River (a); CCA Triplot of relationships between the sites and environmental variables in the Kabul River (b)

Figure 5

Dendrogram of all chemical variables at the Kabul River study sites (a); Dendrogram of all biological variables at the Kabul River study sites (b); Dendrogram of all variables at the Kabul River study sites (c)
Dendrogram of all chemical variables at the Kabul River study sites (a); Dendrogram of all biological variables at the Kabul River study sites (b); Dendrogram of all variables at the Kabul River study sites (c)

Figure 6

Dendrite of algal divisions’ similarity at the Kabul River study sites (a); Dendrite of algal communities’ similarity at the Kabul River study sites (b)
Dendrite of algal divisions’ similarity at the Kabul River study sites (a); Dendrite of algal communities’ similarity at the Kabul River study sites (b)

Stepwise regression analysis results for the Kabul River sampling sites

Dependent variablesStep 1Step 2Step 3
Number of SpeciesT0.85

<0.05;

T, Cond0.99

<0.01;

T, Cond, Hard0.99

<0.001

CyanobacteriaT0.94

<0.05;

T, DO0.99

<0.05;

T, Sal, DO0.99
ChlorophytaT0.80

<0.05;

T, Cond0.99

<0.05;

T, Cond, Hard0.99
XanthophytaT0.89

<0.05;

T, SO40.88

<0.01;

T, SO4, NH40.99
EuglenophytapH0.39

<0.05;

pH, Turb0.71

<0.05;

pH, DO, Turb0.99

Ecological preferences of the most distributed algal species-indicators in the Kabul River

TaxaHabTOxySalWatSapIndex STroNutr
Cyanobacteria
Chroococcus turgidus (Kützing) NägeliP-B, S-aerhl-x-b0.8--
Bacillariophyta
Cymbella affinis KützingBtempst-strisxo1.1otats
Diatoma vulgaris BoryP-B-st-strisxb2.2meate
Rhoicosphenia abbreviata (C. Agardh) Lange-BertalotB-st-strieso-a1.9meate
Chlorophyta
Cladophora glomerata (Linnaeus) Kützing var. glomerataP-B-st-stri-o-a1.9--
Hydrodictyon reticulatum (Linnaeus) BoryP-B-st--o-a1.8--

The 100-point index ranges according to Mitchell and Stapp (1992)

ClassRangeQuality
190-100Excellent
270-90Good
350-70Medium
425-50Bad
50-25Very Bad

Water variables over the study sites in the Kabul River

ParameterUnitWarsakSardaryabNowsheraKhairabadRPI
Temperature°C1819.620.82220.2
pH 7.47.97.37.87.6
ConductivitymSm cm-1263268377471340.6
TurbidityNTU34976.1
T.D.S.mg l-1110135212190168.1
T.S.S.220230280264252.1
Salinity0.20.61.32.01.0
Alkalinitymg Eq l-175101157166128.2
Hardness167144155180157.4
D.O.mg l-16.55.596.786.56.3
B.O.D.mg O2 l-10.81.45.463.5
NO2-mg l-10.000.030.030.380.1
NO3-2.816.481.644.874.0
NH3-N0.000.130.541.920.6
S2-0.160.330.360.800.4
SO42-2623.2525.659.530.6
PO43-0.140.260.151.140.4
Cl-78121811.0
Saprobity Index S 1.551.551.591.591.571
WESI Index 0.500.440.670.440.532
WQI Index 54.6750.1639.3946.3646.33

Biodiversity data over the study sites in the Kabul River

DivisionWarsakSardaryabNowsheraKhairabad
Abundance, total scores
Cyanobacteria65807991
Bacillariophyta46586463
Xanthophyta25253535
Euglenophyta4755
Chlorophyta92135142149
Charophyta203236231248
Sum of Scores435541556591
Number of Species
Cyanobacteria22282932
Bacillariophyta26343636
Xanthophyta5577
Euglenophyta3655
Chlorophyta24363739
Charophyta47585660
No of Species127167170179
DOI: https://doi.org/10.1515/ohs-2017-0015 | Journal eISSN: 1897-3191 | Journal ISSN: 1730-413X
Language: English
Page range: 140 - 153
Submitted on: Sep 10, 2016
Accepted on: Nov 10, 2016
Published on: May 31, 2017
Published by: University of Gdańsk
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2017 Izaz Khuram, Sophia Barinova, Nadeem Ahmad, Asad Ullah, Siraj Ud Din, Samin Jan, Muhammad Hamayun, published by University of Gdańsk
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.