References
- J. Pizarro, P.M. Vergara, J.A. Rodríguez, A.M. Valenzuela,
Heavy metals in Northern Chilean Rivers: spatial variation and
temporal trends, J. Hazard. Mater., 181 (2010) 747–754.
- S. Carpenter, N. Caraco, D. Correll, R.A. Howarth, V.S. Sharpley,
Nonpoint pollution of surface waters, Ecol. Appl., 8 (1998)
559–568.
- A.Y. Zhang, Q. Wang, C. Wu, W. Ma, M. Zhou, K. Cao, Spatial
and Temporal Analysis of Water Quality Trends in the Min
River Basin, 2012 International Symposium on Geomatics
for Integrated Water Resource Management, IEEE, Lanzhou,
China, 2012, pp. 1–7.
- R.C. Ferrier, A.C. Edwards, D. Hirst, I.G. Littlewood,
C.D. Wattsc, R. Morris, Water quality of Scottish Rivers:
spatial and temporal trends, Sci. Total Environ., 265 (2001)
327–342.
- K.P. Singh, A. Malik, D. Mohan, S. Sinha, Multivariate statistical
techniques for the evaluation of spatial and temporal variations
in water quality of Gomti River (India): a case study, Water Res.,
38 (2004) 3980–3992.
- S. Yıldız, C.B. Karakuş, Estimation of irrigation water quality
index with development of an optimum model: a case
study, Environ. Dev. Sustainability, (2019) 1–16, https://doi.
org/10.1007/s10668-019-00405-5.
- K. Zeinalzadeh, E. Rezaei, Determining spatial and temporal
changes of surface water quality using principal component
analysis, J. Hydrol.: Reg. Stud., 13 (2017) 1–10.
- L. Claessens, C. Hopkinson, E. Rastetter, J. Vallino, Effect of
historical changes in land use and climate on the water budget
of an urbanizing watershed, Water Resour. Res., 42 (2006), doi:
10.1029/2005WR004131.
- S. Li, W. Liu, S. Gu, X. Cheng, Z. Xu, Q. Zhang, Spatio-temporal
dynamics of nutrients in the Upper Han River Watershed,
China, J. Hazard. Mater., 162 (2009) 1340–1346.
- C.B. Karakuş, Evaluation of groundwater quality in Sivas
Province (Turkey) using water quality index and GIS-based
analytic hierarchy process, Int. J. Environ. Health Res., 29 (2019a)
500–519.
- J.J. Rothwell, N.B. Dise, K.G. Taylor, T.E.H. Allott, P. Scholefield,
H. Davies, C.A. Neal, Spatial and seasonal assessment of river
water chemistry across North West England, Sci. Total Environ.,
408 (2010) 841–855.
- J. Kibena, I. Nhapi, W. Gumindoga, Assessing the relationship
between water quality parameters and changes in landuse
patterns in the Upper Manyame River, Zimbabwe, Phys. Chem.
Earth Parts A/B/C, 67 (2014) 153–163.
- H. Bu, W. Meng, Y. Zhang, J. Wan, Relationships between land
use patterns and water quality in the Taizi River Watershed,
China, Ecol. Indic., 41 (2014) 187–197.
- F. Kilonzo, F.O. Masese, A. Van Griensven, W. Bauwens,
J. Obando, P.N. Lens, Spatial–temporal variability in water
quality and macro-invertebrate assemblages in the Upper
Mara River Watershed, Kenya, Phys. Chem. Earth Parts A/B/C,
67 (2014) 93–104.
- V.Z. Antonopoulos, D.M. Papamichail, K.A. Mitsiou, Statistical
and trend analysis of water quality and quantity data for the
Strymon River in Greece, Hydrol. Earth Syst. Sci. Discuss,
5 (2001) 679–692.
- R. Bouza-Deaño, M. Ternero-Rodríguez, A.J. Fernández-
Espinosa, Trend study and assessment of surface water quality
in the Ebro River (Spain), J. Hydrol., 361 (2008) 227–239.
- S.A. Hwang, S.J. Hwang, S.R. Park, S.W. Lee, Examining the
relationships between watershed urban land use and stream
water quality using linear and generalized additive models,
Water, 8 (2016) 155.
- W. Sun, C. Xia, M. Xu, J. Guo, G. Sun, Application of modified
water quality indices as indicators to assess the spatial and
temporal trends of water quality in the Dongjiang River, Ecol.
Indic., 66 (2016) 306–312.
- S.Y. Korkanç, S. Kayıkçı, M. Korkanç, Evaluation of spatial and
temporal water quality in The Akkaya Dam Watershed (Niğde,
Turkey) and management implications, J. Afr. Earth Sci., 129
(2017) 481–491.
- H.W. Lee, K.J. Bhang, S.S. Park, Effective visualization for
the spatiotemporal trend analysis of the water quality in the
Nakdong River of Korea, Ecol. Inf., 5 (2010) 281–292.
- M.E. Shoda, L.A. Sprague, J.C. Murphy, M.L. Riskin, Waterquality
trends in US rivers, 2002 to 2012: relations to levels of
concern, Sci. Total Environ., 650 (2019) 2314–2324.
- J. Abaurrea, J. Asín, A.C. Cebrián, M.A. García-Vera, Trend
analysis of water quality series based on regression models
with correlated errors, J. Hydrol., 400 (2011) 341–352.
- S. Giri, Z. Qiu, Z. Zhang, Assessing the impacts of land use on
downstream water quality using a hydrologically sensitive area
concept, J. Environ. Manage., 213 (2018) 309–319.
- H. Chang, Spatial analysis of water quality trends in the Han
River Watershed, South Korea, Water Res., 42 (2008) 3285–3304.
- D.M. Whitaker, W.A. Montevecchi, Breeding bird assemblages
along undisturbed shorelines and riparian buffer strips,
J. Wildl. Manage., 63 (1999) 167–179.
- S.W. Vince, M.L. Duryea, E.A. Macie, A. Hermansen, Forests at
the Wildland-Urban Interface: Conservation and Management,
CRC Press, Boca Raton, London, New York, Washington, D.C.,
2005.
- J. Klapproth, J. Johnson, Understanding the Science Behind
Riparian Forest Buffers: Effects on Plant and Animal Communities,
Virginia Cooperative Extension, Publication Number
420–152, Virginia Polytechnic Institute and State University,
Virginia, 2009.
- R. Forman, M. Godron, Landscape Ecology, John Wiley & Sons,
New York, 1986.
- K. Mello, R.A. Valente, T.O. Randhir, A.C.A. Dos Santos, C.A.
Vettorazzi, Effects of land use and land cover on water quality
of low-order streams in Southeastern Brazil: watershed versus
Riparian Zone, Catena, 167 (2018) 130–138.
- X. Yang, S. Blagodatsky, M. Lippe, F. Liu, J. Hammond, J. Xu,
G. Cadisch, Land-use change impact on time-averaged carbon
balances: rubber expansion and reforestation in a biosphere
reserve, South-West China, Ecol. Manage., 372 (2016) 149–163.
- National Resources Council (NRC), Riparian Areas: Functions
and Strategies for Management, National Academy Press,
Washington D.C., 2002.
- M.E. Baker, D.E. Weller, T.E. Jordan, Improved methods for
quantifying potential nutrient interception by riparian buffers,
Lands Ecol., 21 (2006) 1327–1345.
- B. Pratt, H. Chang, Effects of land cover, topography, and built
structure on seasonal water quality at multiple spatial scales,
J. Hazard. Mater., 209 (2012) 48–58.
- C.P. Tran, R.W. Bode, A.J. Smith, G.S. Kleppel, Land-use
proximity as a basis for assessing stream water quality in New
York State (USA), Ecol. Indic., 10 (2010) 727–733.
- J. Chen, J. Lu, Effects of land use, topography and socioeconomic
factors in river water quality in a mountainous
watershed with intensive agricultural production in East China,
PLoS One, 9 (2014) e102714.
- Z. Jia, J. Bian, Y. Wang, Impacts of urban land use on the spatial
distribution of groundwater pollution, Harbin City, Northeast
China, J. Contam. Hydrol., 215 (2018) 29–38.
- M. Sharifinia, B. Adeli, A.R. Nafarzadegan, Evaluation of water
quality trends in the Maroon River Watershed, Iran, from 1990
to 2010 by WQI and multivariate analyses, Environ. Earth Sci.,
76 (2017) 781.
- GDMRE, 1/25.000 Scale Digital Geology Map of the Study Area,
General Directorate of Mineral Research and Explorations,
Ankara, 2005.
- GCM, 1/25.000 Scale Digital Topographic Map of the Study
Area, Ministry of National Defense, General Command of
Mapping, Ankara, 2005.
- GDSP, 1/100.000 Scale Environmental Plan Map, Ministry
of Environment and Urban Planning General Directorate of
Spatial Planning, Ankara, 2015.
- GDVS, 1/25.000 Scale Digital Soil Map of the Study Area,
Ministry of Food, Agriculture and Livestock, Ankara, 2001.
- S.M. Sadat-Noori, K. Ebrahimi, A.M. Liaghat, Groundwater
quality assessment using the water quality index and GIS in
Saveh-Nobaran Aquifer, Iran, Environ. Earth Sci., 71 (2014)
3827–3843.
- J. Yisa, T. Jimoh, Analytical studies on water quality index of
River Landzu, Am. J. Appl. Sci., 7 (2010) 453.
- C.B. Karakuş, The impact of land use/land cover (LULC)
changes on land surface temperature in Sivas city center and
its surroundings and assessment of urban heat island, Asia-Pac.
J. Atmos. Sci., 55 (2019) 669–684.
- C.E. Churches, P.J. Wampler, W. Sun, A.J. Smith, Evaluation of
forest cover estimates for haiti using supervised classification of
Landsat data, Int. J. Appl. Earth Obs. Geoinf., 30 (2014) 203–216.
- J.R. Anderson, E.E. Hardy, J.T. Roach, R.E.A. Witmer, Land
Use and Land Cover Classification System for Use with
Remote Sensor Data, US Government Printing Office, DC:
U.S. Geological Survey, 1976, No. Professional Paper 964,
Washington.
- P. Olofsson, G.M. Foody, S.V. Stehman, C.E. Woodcock, Making
better use of accuracy data in land change studies: estimating
accuracy and area and quantifying uncertainty using stratified
estimation, Remote Sens. Environ., 129 (2013) 122–131.
- S.S. Rwanga, J.M. Ndambuki, Accuracy assessment of land use/land cover classification using remote sensing and GIS, Int.
J. Geosci., 8 (2017) 611.
- N. Bakr, D.C. Weindorf, M.H. Bahnassy, S.M. Marei,
M.M.E. Badawi, Monitoring land cover changes in a newly
reclaimed area of Egypt using multi-temporal Landsat data,
Appl. Geogr., 30 (2010) 592–605.
- A. Zhang, C. Zheng, S. Wang, Y. Yao, Analysis of streamflow
variations in the Heihe River Watershed, Northwest China:
trends, abrupt changes, driving factors and ecological influences,
J. Hydrol.: Reg. Stud., 3 (2015) 106–124.
- K. Yenigün, M.U. Ülgen, Trends in maximum flow data in
climate change axis and monitoring of impact on dam safety,
Dicle Univ. Eng. Faculty Eng. J., 7 (2016) 343–354.
- D. Duhan, A. Pandey, Statistical analysis of long term spatial
and temporal trends of precipitation during 1901–2002 at
Madhya Pradesh, India, Atmos. Res., 122 (2013) 136–149.
- S. Yue, P. Pilon, G. Cavadias, Power of the Mann–Kendall
and Spearman’s Rho tests for detecting monotonic trends in
hydrological series, J. Hydrol., 259 (2002) 254–271.
- T. Partal, E. Kahya, Trend analysis in Turkish precipitation data,
Hydrol. Processes, 20 (2006) 2011–2026.
- T. Salmi, A. Maatta, P. Anttila, T.R. Airola, T. Amnel, Detecting
Trends of Annual Values of Atmospheric Pollutants by the
Mann–Kendall Test and Sen’s Slope Estimates-the Excel
Template Application Makesens, Publications on Air Quality,
Finnish Meteorological Institute, 2002, pp. 1456–789X.
- R.O. Gilbert, Statistical Methods for Environmental Pollution
Monitoring, Van Nostrand Reinhold, New York, 1987.
- J. Jaagus, Climatic changes in Estonia during the second half
of the 20th century in relationship with changes in large-scale
atmospheric circulation, Theor. Appl. Climatol., 83 (2006) 77–88.
- Y.S. Yu, S. Zou, D. Whittemore, Non-parametric trend analysis
of water quality data of rivers in Kansas, J. Hydrol., 150 (1993)
61–80.
- H.B. Mann, Nonparametric tests against trend, Econometrica,
13 (1945) 245–259.
- M.G. Kendall, Rank Correlation Methods, Griffin, London, UK,
1975.
- M. Gocic, S. Trajkovic, Analysis of changes in meteorological
variables using Mann–Kendall and Sen’s Slope estimator
statistical tests in Serbia, Global Planet. Change, 100 (2013)
172–182.
- M. Büyükyıldız, A. Berktay, Trend analysis of Sakarya
Watershed precipitation using nonparametric tests, J. Faculty
Eng. Arch. Selcuk Univ., 19 (2004) 23–38.
- R. Kumar, S. Singh, S.S. Randhawa, K.K. Singh, J.C. Rana,
Temperature trend analysis in the Glacier Region of Naradu
Valley, Himachal Himalaya, India, Geoscience, 346 (2014)
213–222.
- S. Bajpayee, R. Das, B. Ruj, K. Adhikari, P.K. Chatterjee,
Assessment by multivariate statistical analysis of ground water
geochemical data of Bankura, India, Int. J. Environ. Sci., 3 (2012)
870.
- C.R. Ramakrishnaiah, C. Sadashivaiah, G. Ranganna, Assessment
of water quality index for the groundwater in Tumkur
Taluk, Karnataka State, India, J. Chem., 6 (2009) 523–530.
- S. Tyagi, B. Sharma, P. Singh, R. Dobhal, Water quality
assessment in terms of water quality index, Am. J. Water Res.,
1 (2013) 34–38.
- S. Elfert, H. Bormann, Simulated impact of past and possible
future land use changes on the hydrological response of the
Northern German Lowland ‘Hunte’ catchment, J. Hydrol.,
383 (2010) 245–255.
- A.L. De La Cretaz, P.K. Barten, Land Use Effects on Streamflow
and Water Quality in the Northeastern United States, CRC
Press, Boca Raton, FL, 2007.
- R. Wan, S. Cai, H. Li, G. Yang, Z. Li, X. Nie, Inferring land use
and land cover impact on stream water quality using a bayesian
hierarchical modeling approach in the Xitiaoxi River watershed,
China, J. Environ. Manage., 133 (2014) 1–11.
- D. Ierodiaconou, L. Laurenson, M. Leblanc, F. Stagnitti, G. Duff,
S. Salzman, V. Versace, The consequences of land use change
in nutrient exports: a regional scale assessment in South-West
Victoria, Australia, J. Environ. Manage., 74 (2005) 305–316.
- Z. Teixeira, H. Teixeira, J.C. Marques, Systematic processes of
land use/land cover change to identify relevant driving forces:
implications on water quality, Sci. Total Environ., 470 (2014)
1320–1335.
- X. Dai, Y. Zhou, W. Ma, L. Zhou, Influence of spatial variation
in land-use patterns and topography on water quality of the
rivers inflowing to fuxian lake, a large deep lake in the Plateau
of Southwestern China, Ecol. Eng., 99 (2017) 417–428.
- M.N. Damanik-Ambarita, P. Boets, H.T.N. Thi, M.A.E. Forio,
G. Everaert, K. Lock, P.L.S. Musonge, N. Suhareva, E. Bennetsen,
S. Gobeyn, T.L. Ho, L. Dominguez-Granda, P.L.M.
Goethals, Impact assessment of local land use on ecological
water quality of the Guayas River basin (Ecuador), Ecol. Inf.,
48 (2018) 226–237.
- M. Kändler, C. Seidler, Hydrochemical load in a small river
following heavy rain events, Folia Geogr. Ser. Geogr. Phys. XL,
40 (2009) 27–32.
- M. Kändler, K. Blechinger, C. Seidler, V. Pavlů, M. Šanda,
T. Dostál, J. Krása, T. Vitvar, M. Štich, Impact of land use on
water quality in the upper nisa catchment in the Czech Republic
and in Germany, Sci. Total Environ., 586 (2017) 1316–1325.
- A. Erol, T.O. Randhir, Watershed ecosystem modeling of landuse
impacts on water quality, Ecol. Modell., 270 (2013) 54–63.
- J.G. Arnold, R. Srinivasan, R.S. Muttiah, J.R. Williams, Large
area hydrologic modeling and assessment part i: model
development, J. Am. Water Resour. Assoc., 34 (1998) 73–89.
- C. Richards, L.B. Johnson, G.E. Host, Landscape scale influences
on stream habitats and biota, Can. J. Fish. Aquat. Sci., 53 (1996)
295–311.
- L. Sliva, D.D. Williams, Buffer zone versus whole catchment
approaches to studying land use impact on river water quality,
Water Res., 35 (2001) 3462–3472.
- J. Tu, Spatial variations in the relationships between land
use and water quality across an urbanization gradient in the
watersheds of Northern Georgia, USA, Environ. Manage., 51
(2013) 1–17.
- J. Huang, J. Zhan, H. Yan, F. Wu, X. Deng, Evaluation of the
impacts of land use on water quality: a case study in the
Chaohu Lake basin, Sci. World J., 2013 (2013), https://doi.
org/10.1155/2013/329187.
- S. Ding, Y. Zhang, B. Liu, W. Kong, W. Meng, Effects of
riparian land use on water quality and fish communities in the
headwater stream of the Taizi River in China, Front. Earth Sci.
Eng., 7 (2013) 699–708.
- R. Wang, T. Xu, L. Yu, J. Zhu, X. Li, Effects of land use types
on surface water quality across an anthropogenic disturbance
gradient in the upper reach of the Hun River, Northeast China,
Environ. Monit. Assess., 185 (2013) 4141–4151.
- L. Ye, Q.H. Cai, R.Q. Liu, M. Cao, The influence of topography
and land use on water quality of Xiangxi River in three gorges
reservoir region, Environ. Geol., 58 (2009) 937–942.
- S.W. Lee, S.J. Hwang, S.B. Lee, H.S. Hwang, H.C. Sung,
Landscape ecological approach to the relationships of land
use patterns in watersheds to water quality characteristics,
Landscape Urban Plann., 92 (2009) 80–89.
- T. Zhou, J. Wu, S. Peng, Assessing the effects of landscape
pattern on river water quality at multiple scales: a case study
of the Dongjiang River Watershed, China, Ecol. Indic., 23 (2012)
166–175.
- Y. Qu, X. Wang, L. Wang, A.N. Rousseau, Landscape influences
on water quality in riparian buffer zone of drinking water
source area, Northern China, Environ. Earth Sci., 75 (2016) 114.