Allan JD (2004) Influence of land use and landscape setting on the ecological status of rivers. Limnetica 23:187–197
[DOI:
10.23818/limn.23.17]
Alphan H, Celik N (2016) Monitoring changes in landscape pattern use of Ikonos and Quickbird images. Environ Monit Assess 188:1–13
Babcock C, Matney J, Finley AO, Weiskittel A, Cook BD (2013) Multivariate spatial regression models for predicting individual tree structure variables using LiDAR data. Ieee J Sel Top Appl Earth Obs Remote Sens 6:6–14
[DOI:
10.1109/JSTARS.2012.2215582]
Bateni F, Fakheran S, Soffianian A (2013) Assessment of land cover changes & water quality changes in the Zayandehroud River Basin between 1997–2008. Environ Monit Assess 185:10511–10519
[DOI:
10.1007/s10661-013-3348-3]
Bayer AD, Lindeskog M, Pugh TAM, Anthoni PM, Fuchs R, Arneth A (2017) Uncertainties in the land-use flux resulting from land-use change reconstructions and gross land transitions. Earth Syst Dynam 8:91–111
[DOI:
10.5194/esd-8-91-2017]
Bertone E, Sahin O, Richards R, Roiko A (2016) Extreme events, water quality and health a participatory Bayesian risk assessment tool for managers of reservoirs. J Clean Prod 135:657–667
[DOI:
10.1016/j.jclepro.2016.06.158]
Bhattarai A, Dhakal S, Gautam Y, Bhattarai R (2021) Prediction of nitrate and phosphorus concentrations using machine learning algorithms in watersheds with different landuse. Water 188:1–13
Boynton WR, Kemp WM, Keefe C (1982) A comparative analysis of nutrients and other factors influencing estuarine phytoplankton production. Estuarine Comparisons 1982:69–90
Brabec E, Schulte S, Richards PL (2002) Impervious surfaces and water quality a review of current literature and its implications for watershed planning. J Plan Lit 16:499–514
[DOI:
10.1177/088541202400903563]
Broussard W, Turner RE (2009) A century of changing land-use and water-quality relationships in the continental US. Front Ecol Environ 7:302–307
[DOI:
10.1890/080085]
Brunsdon C, Fotheringham AS, Charlton M (1999) Some notes on parametric significance tests for geographically weighted regression. J Reg Sci 39:497–524
[DOI:
10.1111/0022-4146.00146]
Bu H, Meng W, Zhang Y, Wan J (2014) Relationships between land use patterns and water quality in the Taizi River basin, China. Ecol Indic 41:187–197
[DOI:
10.1016/j.ecolind.2014.02.003]
Camara M, Jamil NR, Bin Abdullah AF (2019) Impact of land uses on water quality in Malaysia a review. Ecol Process 8:1–10
Carey RO, Hochmuth GJ, Martinez CJ, Boyer TH, Dukes MD, Toor GS, Cisar JL (2013) Evaluating nutrient impacts in urban watersheds challenges and research opportunities. Environ Pollut 173:138–149
[DOI:
10.1016/j.envpol.2012.10.004]
Carroll S, Liu A, Dawes L, Hargreaves M, Goonetilleke A (2013) Role of land use and seasonal factors in water quality degradations. Water Resour Manage 27:3433–3440
[DOI:
10.1007/s11269-013-0356-6]
Cecilio RA, Pimentel SM, Zanetti SS (2019) Modeling the influence of forest cover on streamflows by different approaches. CATENA 178:49–58
[DOI:
10.1016/j.catena.2019.03.006]
Cesoniene L, Dapkiene M, Sileikiene D (2019) The impact of livestock farming activity on the quality of surface water. Environ Sci Pollut Res 26:32678–32686
[DOI:
10.1007/s11356-018-3694-3]
Chen D, Elhadj A, Xu H, Xu X, Qiao Z (2020) A study on the relationship between land use change and water quality of the Mitidja Watershed in Algeria based on GIS and RS. Sustainability 12:3510
Chen J, Chen J, Gong P, Liao A, He C (2011) Higher resolution global land cover mapping. Geomatics World 2:12–14
Chen L, Zhao H, Song G, Liu Y (2021) Optimization of cultivated land pattern for achieving cultivated land system security a case study in Heilongjiang Province, China. Land Use Policy 108:105589
Chen X, Zhou W, Pickett STA, Li W, Han L (2016) Spatial-temporal variations of water quality and its relationship to land use and land cover in Beijing, China. Int J Environ Res Public Health 13:449
[DOI:
10.3390/ijerph13050449]
Choi JY, Seo J (2021) Copula-based redundancy analysis. Multivar Behav Res 1–20
Chu W, Fang C, Deng Y, Xu Z (2021) Intensified disinfection amid COVID-19 pandemic poses potential risks to water quality and safety. Environ Sci Technol 55:4084–4086
[DOI:
10.1021/acs.est.0c04394]
Courtonne J-Y, Longaretti P-Y, Alapetite J, Dupre D (2016) Environmental pressures embodied in the French cereals supply chain. J Ind Ecol 20:423–434
[DOI:
10.1111/jiec.12431]
Crosbie B, Chow-Fraser P (1999) Percentage land use in the watershed determines the water and sediment quality of 22 marshes in the Great Lakes basin. Can J Fish Aquat Sci 56:1781–1791
[DOI:
10.1139/f99-109]
Damanik-Ambarita MN, Boets P, Hanh Tien Nguyen T, Forio MAE, Everaert G, Lock K, Musonge PLS, Suhareva N, Bennetsen E, Gobeyn S, Tuan Long H, Dominguez-Granda L, Goethals PLM (2018) Impact assessment of local land use on ecological water quality of the Guayas river basin (Ecuador). Eco Inform 48:226–237
[DOI:
10.1016/j.ecoinf.2018.08.009]
Das DN, Chakraborti S, Saha G, Banerjee A, Singh D (2020) Analysing the dynamic relationship of land surface temperature and landuse pattern a city level analysis of two climatic regions in India. City Environ Interact 8:100046
[DOI:
10.1016/j.cacint.2020.100046]
Delphin S, Escobedo FJ, Abd-Elrahman A, Cropper WP (2016) Urbanization as a land use change driver of forest ecosystem services. Land Use Policy 54:188–199
[DOI:
10.1016/j.landusepol.2016.02.006]
Dewan AM, Yamaguchi Y (2009) Land use and land cover change in Greater Dhaka, Bangladesh using remote sensing to promote sustainable urbanization. Appl Geogr 29:390–401
[DOI:
10.1016/j.apgeog.2008.12.005]
Diamantini E, Lutz SR, Mallucci S, Majone B, Merz R, Bellin A (2018) Driver detection of water quality trends in three large European river basins. Sci Total Environ 612:49–62
[DOI:
10.1016/j.scitotenv.2017.08.172]
Dillon P, Kirchner W (1975) The effects of geology and land use on the export of phosphorus from watersheds. Water Res 9:135–148
[DOI:
10.1016/0043-1354(75)90002-0]
Ding J, Jiang Y, Fu L, Liu Q, Peng Q, Kang M (2015) Impacts of land use on surface water quality in a subtropical river basin a case study of the Dongjiang River Basin, Southeastern China. Water 7:4427–4445
[DOI:
10.3390/w7084427]
Ding J, Jiang Y, Liu Q, Hou Z, Liao J, Fu L, Peng Q (2016) Influences of the land use pattern on water quality in low-order streams of the Dongjiang River basin, China a multi-scale analysis. Sci Total Environ 551:205–216
[DOI:
10.1016/j.scitotenv.2016.01.162]
Dong G, Nakaya T, Brunsdon C (2018) Geographically weighted regression models for ordinal categorical response variables an application to geo-referenced life satisfaction data. Comput Environ Urban Syst 70:35–42
[DOI:
10.1016/j.compenvurbsys.2018.01.012]
Dong L, Lin L, Tang X, Huang Z, Zhao L, Wu M, Li R (2020) Distribution characteristics and spatial differences of phosphorus in the main stream of the urban river stretches of the middle and lower reaches of the Yangtze River. Water 12:910
Donohue I, McGarrigle ML, Mills P (2006) Linking catchment characteristics and water chemistry with the ecological status of Irish rivers. Water Res 40:91–98
[DOI:
10.1016/j.watres.2005.10.027]
Du X, Zhang X, Jin X (2018) Assessing the effectiveness of land consolidation for improving agricultural productivity in China. Land Use Policy 70:360–367
[DOI:
10.1016/j.landusepol.2017.10.051]
Duffy C, O'Donoghue C, Ryan M, Kilcline K, Upton V, Spillane C (2020) The impact of forestry as a land use on water quality outcomes an integrated analysis. Forest Policy and Econ 116:102185
Erba S, Pace G, Demartini D, Di Pasquale D, Doerflinger G, Buffagni A (2015) Land use at the reach scale as a major determinant for benthic invertebrate community in Mediterranean rivers of Cyprus. Ecol Ind 48:477–491
[DOI:
10.1016/j.ecolind.2014.09.010]
Estes MG, Al-Hamdan M, Thom R, Quattrochi D, Woodruff D, Judd C, Ellis J, Watson B, Rodriguez H, Johnson H (2009) Watershed and hydrodynamic modeling for evaluating the impact of land use change on submerged aquatic vegetation and seagrasses in Mobile Bay, OCEANS 2009. IEEE, pp. 1–7
Estoque RC, Murayama Y, Akiyama CM (2015) Pixel-based and object-based classifications using high- and medium-spatial-resolution imageries in the urban and suburban landscapes. Geocarto Int 30:1113–1129
[DOI:
10.1080/10106049.2015.1027291]
Zieliński M, Dopieralska J, Belka Z, Walczak A, Siepak M, Jakubowicz M (2016) Sr isotope tracing of multiple water sources in a complex river system, Noteć River, central Poland. Sci Total Environ 548:307–316
[DOI:
10.1016/j.scitotenv.2016.01.036]
Eugene TR, Rabalais NN (2009) Linking Landscape and Water Quality in the Mississippi River Basin for 200 Years. Bioscience 6:563–572
Fadhil MY, Hidayat Y, Murtilaksono K, Baskoro DPT (2021) Perubahan penggunaan lahan dan karakteristik hidrologi DAS Citarum Hulu. Jurnal Ilmu Pertanian Indonesia 26:213–220
[DOI:
10.18343/jipi.26.2.213]
Fang N, Liu L-l, You Q-h, Tian N, Wu Y-p, Yang W-j (2019) Effects of land use types at different spatial scales on water quality in Poyang Lake Wetland. Huanjing Kexue 40:5348–5357
Faruque FS (2019) Geospatial technology in environmental health applications. Environ Monit Assess 191:1–6
Fashae OA, Ayorinde HA, Olusola AO, Obateru RO (2019) Landuse and surface water quality in an emerging urban city. Appl Water Sci 9:1–12
Fisher DS, Steiner JL, Endale DM, Stuedemann JA, Schomberg HH, Franzluebbers AJ, Wilkinson SR (2000) The relationship of land use practices to surface water quality in the Upper Oconee Watershed of Georgia. For Ecol Manage 128:39–48
[DOI:
10.1016/S0378-1127(99)00270-4]
Fisher JRB, Acosta EA, Dennedy-Frank PJ, Kroeger T, Boucher TM (2018) Impact of satellite imagery spatial resolution on land use classification accuracy and modeled water quality. Remote Sens Ecol Conserv 4:137–149
[DOI:
10.1002/rse2.61]
Forsius M, Raike A, Huttunen I, Poutanen H, Mattsson T, Kankaanpaa S, Kortelainen P, Vuorilehto V-P (2017) Observed and predicted future changes of total organic carbon in the lake Paijanne catchment (southern Finland) Implications for water treatment of the Helsinki metropolitan area. Boreal Environ Res 22:317–336
Gibbons JD, Chakraborti S (2014) Nonparametric statistical inference. CRC Press
Giri S, Qiu Z, Zhang Z (2018) Assessing the impacts of land use on downstream water quality using a hydrologically sensitive area concept. J Environ Manage 213:309–319
[DOI:
10.1016/j.jenvman.2018.02.075]
Gniazdowski Z (2021) Principal component analysis versus factor analysis. Warsaw School of Computer Science 24:35–88
Goldblatt R, Ballesteros AR, Burney J (2017) High spatial resolution visual band imagery outperforms medium resolution spectral imagery for ecosystem assessment in the semi-arid Brazilian Sertao. Remote Sens 9:1336
Gong P, Li X, Xu B (2006) Interpretation theory and application method development for information extraction from high resolution remotely sensed data. J Remote Sens 10(1):1 (in Chinese)
Gong Y, Ji X, Hong X, Cheng S (2021) Correlation analysis of landscape structure and water quality in Suzhou National Wetland Park, China. Water 13:2075
Gu B, Ju X, Chang J, Ge Y, Vitousek PM (2015) Integrated reactive nitrogen budgets and future trends in China. Proc Natl Acad Sci USA 112:8792–8797
[DOI:
10.1073/pnas.1510211112]
Guo X, Yan Q, Tan X, Liu S (2016) Spatial distribution of carbon emissions based on DMSP/OLS nighttime light data and NDVI in Jiangsu province. World Regional Studies 25:102–110
Guo Y, Li S, Liu R, Zhang J (2021) Relationship between landscape pattern and water quality of the multi-scale effects in the Yellow River Basin. Hupo Kexue 33:737–748
Guzha AC, Rufino MC, Okoth S, Jacobs S, Nobrega RLB (2018) Impacts of land use and land cover change on surface runoff, discharge and low flows evidence from East Africa. J Hydrol Reg Stud 15:49–67
[DOI:
10.1016/j.ejrh.2017.11.005]
Hale RL, Grimm NB, Voeroesmarty CJ, Fekete B (2015) Nitrogen and phosphorus fluxes from watersheds of the northeast US from 1930 to 2000 role of anthropogenic nutrient inputs, infrastructure, and runoff. Global Biogeochem Cycles 29:341–356
[DOI:
10.1002/2014GB004909]
Hotelling H (1992) Relations between two sets of variates, breakthroughs in statistics. Springer, pp. 162–190
Hu Q, Yang Y, Han S, Wang J (2019) Degradation of agricultural drainage water quantity and quality due to farmland expansion and water-saving operations in arid basins. Agric Water Manag 213:185–192
[DOI:
10.1016/j.agwat.2018.10.019]
Hua AK (2017) Land use land cover changes in detection of water quality a study based on remote sensing and multivariate statistics. J Environ Public Health 2017:7515130–7515130
[DOI:
10.1155/2017/7515130]
Huang J, Zhan J, Yan H, Wu F, Deng X (2013) Evaluation of the impacts of land use on water quality a case study in the Chaohu Lake Basin. Sci World J 2013:329187
Huang J, Zhang Y, Bing H, Peng J, Dong F, Gao J, Arhonditsis GB (2021) Characterizing the river water quality in China recent progress and on-going challenges. Water Res 201:117309
Jachniak E, Jaguś A, Młyniuk A, Nycz B (2019) The quality problems of the dammed water in the mountain forest catchment. Journal of Ecological Engineering 20
Jaworski NA, Groffman PM, Keller AA, Prager JC (1992) A watershed nitrogen and phosphorus balance the upper Potomac River basin. Estuaries 15:83–95
[DOI:
10.2307/1352713]
Jordan TE, Correll DL, Weller DE (1997) Effects of agriculture on discharges of nutrients from coastal plain watersheds of Chesapeake Bay. J Environ Qual 26:836–848
Kawamura K, Im N, Suwandana E, Sakuno Y (2015) Monitoring Land Use and Land Cover Effects on Water Quality in Cheung Ek Lake using ASTER Images. Am J Environ Sci 11(1):1–12. https://doi.org/10.3844/ajessp.2015.1.12
[DOI:
10.3844/ajessp.2015.1.12]
Karmakar S, Haque SMS, Hossain MM, Sen M, Hoque ME (2019) Water quality parameter as a predictor of small watershed land cover. Ecol Indic 106:105462
Kemp WM, Twilley RR, Stevenson J, Boynton WR, Means JC (1983) The decline of submerged vascular plants in upper Chesapeake Bay Summary of results concerning possible causes. Mar Technol Soc J 17:78–89
Kennen JG, Kauffman LJ, Ayers MA, Wolock DM, Colarullo SJ (2008) Use of an integrated flow model to estimate ecologically relevant hydrologic characteristics at stream biomonitoring sites. Ecol Model 211:57–76
[DOI:
10.1016/j.ecolmodel.2007.08.014]
Kibena J, Nhapi I, Gumindoga W (2014) Assessing the relationship between water quality parameters and changes in landuse patterns in the Upper Manyame River, Zimbabwe. Phys Chem Earth 67–69:153–163
[DOI:
10.1016/j.pce.2013.09.017]
Kolpin DW 1997 Agricultural chemicals in groundwater of the midwestern United States relations to land use. 0047–2425, Wiley Online Library
Kondraju TT, Rajan KS (2019) Water quality in inland water bodies hostage to the intensification of anthropogenic land uses. J Indian Soc Remote Sens 47:1865–1874
[DOI:
10.1007/s12524-019-01033-2]
Kosolapova NA, Matveeva LG, Nikitaeva AY, Molapisi L (2021) The rational use of water resources in the strategy of Industry 4.0. Water Resour Manage 35:3023–3041
[DOI:
10.1007/s11269-021-02889-1]
Lacher IL, Ahmadisharaf E, Fergus C, Akre T, McShea WJ, Benham BL, Kline KS (2019) Scale-dependent impacts of urban and agricultural land use on nutrients, sediment, and runoff. Sci Total Environ 652:611–622
[DOI:
10.1016/j.scitotenv.2018.09.370]
Lei C, Wagner PD, Fohrer N (2021) Effects of land cover, topography, and soil on stream water quality at multiple spatial and seasonal scales in a German lowland catchment. Ecol Indic 120:106940
[DOI:
10.1016/j.ecolind.2020.106940]
Lee LF (2004) Asymptotic distributions of quasi-maximum likelihood estimators for spatial autoregressive models. Econometrica 72:1899–1925
[DOI:
10.1111/j.1468-0262.2004.00558.x]
Leps M, Tonkin JD, Dahm V, Haase P, Sundermann A (2015) Disentangling environmental drivers of benthic invertebrate assemblages the role of spatial scale and riverscape heterogeneity in a multiple stressor environment. Sci Total Environ 536:546–556
[DOI:
10.1016/j.scitotenv.2015.07.083]
Li H, Wang C, Huang X, Hug A (2018) Spatial assessment of water quality with urbanization in 2007–2015, Shanghai, China. Remote Sens 10:1024
Li K, Xie Y-j, Sun W, Wang X-r, Li Z-h, Wang L (2020) Spatial response of lake water quality to multi-scale landscape pattern of lakeside zone in agricultural watershed. Yingyong Shengtai Xuebao 31:2057–2066
Li S, Gu S, Liu W, Han H, Zhang Q (2008) Water quality in relation to land use and land cover in the upper Han River Basin, China. CATENA 75:216–222
[DOI:
10.1016/j.catena.2008.06.005]
Li SM (2004) Application of MODIS data in remote sensing monitoring of ecological environment in Lancang River Basin. Kunming University of Science and Technology. (in Chinese)
Lin J, Chen N, Wang F, Huang Z, Zhang X, Liu L (2020) Urbanization increased river nitrogen export to western Taiwan Strait despite increased retention by nitrification and denitrification. Ecol Indic, 109:105756
Lin Y, Liu B, Lu Y, Xie F (2014) Correlating analysis on spatio-temporal variation of LUCC and water resources based on remote sensing data, Remote Sensing of the Environment 18th National Symposium on Remote Sensing of China. International Society for Optics and Photonics 9158:91580Q
Lindley D (1991) Regression analysis theory, methods and applications, by A. Sen and M. Srivastava Pp 347. DM88. 1990 (Springer). Math Gaz 75:248–249
Lintern A, Webb JA, Ryu D, Liu S, Bende-Michl U, Waters D, Leahy P, Wilson P, Western AW (2018) Key factors influencing differences in stream water quality across space. Wiley Interdisciplinary Reviews-Water 5:e1260
Little JL, Saffran KA, Fent L (2003) Land use and water quality relationships in the lower little Bow River Watershed, Alberta, Canada. Water Qual Res J Can 38:563–584
[DOI:
10.2166/wqrj.2003.037]
Liu A, Egodawatta P, Guan Y, Goonetilleke A (2013) Influence of rainfall and catchment characteristics on urban stormwater quality. Sci Total Environ 444:255–262
[DOI:
10.1016/j.scitotenv.2012.11.053]
Liu J, Shen Z, Chen L (2018) Assessing how spatial variations of land use pattern affect water quality across a typical urbanized watershed in Beijing, China. Landsc Urban Plan 176:51–63
[DOI:
10.1016/j.landurbplan.2018.04.006]
Lu GQ (2020) Research on the overview of impact of water conservancy construction on ecological environment. Jiangsu Sci Technol Inf 37(02):78–80 (in Chinese)
Luo X, Zhao H, Liao Y, Li X (2018) Evaluation of the methods for quantifying particle wash-off loadings in urban impervious surfaces at small scales. Environ Sci Pollut Res 25:6969–6979
[DOI:
10.1007/s11356-017-1018-7]
Manfrin A, Bombi P, Traversetti L, Larsen S, Scalici M (2016) A landscape-based predictive approach for running water quality assessment a Mediterranean case study. J Nat Conserv 30:27–31
[DOI:
10.1016/j.jnc.2016.01.002]
Marti E, Aumatell J, Gode L, Poch M, Sabater F (2004) Nutrient retention efficiency in streams receiving inputs from wastewater treatment plants. J Environ Qual 33:285–293
[DOI:
10.2134/jeq2004.2850]
Mattikalli NM, Richards KS (1996) Estimation of surface water quality changes in response to land use change application of the export coefficient model using remote sensing and geographical information system. J Environ Manage 48:263–282
[DOI:
10.1006/jema.1996.0077]
McGrane SJ (2016) Impacts of urbanisation on hydrological and water quality dynamics, and urban water management a review. Hydrol Sci J 61:2295–2311
[DOI:
10.1080/02626667.2015.1128084]
Melland AR, Fenton O, Jordan P (2018) Effects of agricultural land management changes on surface water quality a review of meso-scale catchment research. Environ Sci Policy 84:19–25
[DOI:
10.1016/j.envsci.2018.02.011]
Mishra BK, Kumar P, Saraswat C, Chakraborty S, Gautam A (2021) Water security in a changing environment concept, challenges and solutions. Water 13:490
Minh H, Avtar R, Kumar P, et al (2020) Impact of rice intensification and urbanization on surface water quality in An Giang using a statistical approach. Water 12:1710
Ming D, Wang Q, Yang JY (2008) Spatial scale of remote sensing image and selection of optimal spatial resolution. J Remote Sens 12(4):529–537 (in Chinese)
Molina-Navarro E, Andersen HE, Nielsen A, Thodsen H, Trolle D (2018) Quantifying the combined effects of land use and climate changes on stream flow and nutrient loads a modelling approach in the Odense Fjord catchment (Denmark). Sci Total Environ 621:253–264
[DOI:
10.1016/j.scitotenv.2017.11.251]
Neill M (1989) Nitrate concentrations in river waters in the south-east of Ireland and their relationship with agricultural practice. Water Res 23:1339–1355
[DOI:
10.1016/0043-1354(89)90073-0]
Ngoye E, Machiwa JF (2004) The influence of land-use patterns in the Ruvu river watershed on water quality in the river system. Phys Chem Earth 29:1161–1166
[DOI:
10.1016/j.pce.2004.09.002]
Ni X, Parajuli PB, Ouyang Y, Dash P, Siegert C (2021) Assessing land use change impact on stream discharge and stream water quality in an agricultural watershed. Catena 198:105055
Nichol JE (1993) Remote sensing of water quality in the Singapore-Johor-Riau growth triangle. Remote Sens Environ 43:139–148
[DOI:
10.1016/0034-4257(93)90003-G]
Nie W, Yuan Y, Kepner W, Nash MS, Jackson M, Erickson C (2011) Assessing impacts of Landuse and Landcover changes on hydrology for the upper San Pedro watershed. J Hydrol 407:105–114
[DOI:
10.1016/j.jhydrol.2011.07.012]
Oakes D, Young C, Foster S (1981) The effects of farming practices on groundwater quality in the United Kingdom, Studies in environmental science. Elsevier, pp. 27–40
Ouma YO (2016) Advancements in medium and high resolution Earth observation for land-surface imaging evolutions, future trends and contributions to sustainable development. Adv Space Res 57:110–126
[DOI:
10.1016/j.asr.2015.10.038]
Pankaj K (2021) Water quality assessments for urban water environment. Water 13:1686
[DOI:
10.3390/w13121686]
Peng G, Xia LI, Bing XU (2006) Interpretation theory and application method development for information extraction from high resolution remotely sensed data. J Remote Sens 10:1–5
Peng S, Ding Y, Li Z (2019) High-spatial-resolution monthly temperature and precipitation dataset for China for 1901–2017. Earth Syst Sci Data Discuss 2019:1–23
Perry CD, Vellidis G, Lowrance R, Thomas DL (1999) Watershed-scale water quality impacts of riparian forest management. J Water Resour Plan Manag-Asce 125:117–125
[DOI:
10.1061/(ASCE)0733-9496(1999)125]
Peterson EE, Sheldon F, Darnell R, Bunn SE, Harch BD (2011) A comparison of spatially explicit landscape representation methods and their relationship to stream condition. Freshw Biol 56:590–610
[DOI:
10.1111/j.1365-2427.2010.02507.x]
Phiri D, Simwanda M, Salekin S, Nyirenda VR, Murayama Y, Ranagalage M (2020) Sentinel-2 data for land cover/use mapping a review. Remote Sens 12:2291
Pintar M, Bremec U, Sluga G (2006) A first rough estimation of the impact of land use on surface water quality - a case study of Slovenia. Fresenius Environ Bull 15:654–658
Poff NL, Bledsoe BP, Cuhaciyan CO (2006) Hydrologic variation with land use across the contiguous United States Geomorphic and ecological consequences for stream ecosystems. Geomorphology 79:264–285
[DOI:
10.1016/j.geomorph.2006.06.032]
Qiao Y, Guo Q, Wu H, Zang J, Peng C (2020) Study on temporal and spatial variation of surface water quality and its response to land use. Administration Technique Environ Monit 32(23–27):71
Qiu Z, Hall C, Drewes D, Messinger G, Prato T, Hale K, Van Abs D (2014) Hydrologically sensitive areas, land use controls, and protection of healthy watersheds. J Water Resour Plan Manag 140:04014011
Ranjit B, Puneet D (2019) Impact of land cover on groundwater quality in the Upper Floridan Aquifer in Florida, United States. Environ Pollut 252:1828–1840
[DOI:
10.1016/j.envpol.2019.06.054]
Rai S, Sharma E (1998) Comparative assessment of runoff characteristics under different land use patterns within a Himalayan watershed. Hydrol Process 12:2235–2248
[DOI:
10.1002/(SICI)1099-1085(19981030)12]
Ren WW, Zhong Y, Meligrana J, Anderson B, Watt WE, Chen JK, Leung HL (2003) Urbanization, land use, and water quality in Shanghai 1947–1996. Environ Int 29:649–659
[DOI:
10.1016/S0160-4120(03)00051-5]
Richardson CJ (1979) Ground water quality in northern Michigan ecosystems as affected by land use patterns and geologic characteristics. Agro-Ecosystems 5:231–243
[DOI:
10.1016/0304-3746(79)90003-9]
Rimer AE, Nissen JA, Reynolds DE (1978) Characterization and impact of stormwater runoff from various land cover types. Journal (Water Pollution Control Federation) 1978:252–264
Riseng CM, Wiley MJ, Black RW, Munn MD (2011) Impacts of agricultural land use on biological integrity a causal analysis. Ecol Appl 21:3128–3146
[DOI:
10.1890/11-0077.1]
Rodrigues V, Estrany J, Ranzini M, de Cicco V, Tarjuelo Martin-Benito JM, Hedo J, Lucas-Borja ME (2018) Effects of land use and seasonality on stream water quality in a small tropical catchment the headwater of Corrego Agua Limpa, Sao Paulo (Brazil). Sci Total Environ 622:1553–1561
[DOI:
10.1016/j.scitotenv.2017.10.028]
Rolando JL, Dubeux JC Jr, Perez W, Ramirez DA, Turin C, Ruiz-Moreno M, Comerford NB, Mares V, Garcia S, Quiroz R (2017) Soil organic carbon stocks and fractionation under different land uses in the Peruvian high-Andean Puna. Geoderma 307:65–72
[DOI:
10.1016/j.geoderma.2017.07.037]
Roman CT, Jaworski N, Short FT, Findlay S, Warren RS (2000) Estuaries of the northeastern United States Habitat and land use signatures. Estuaries 23:743–764
[DOI:
10.2307/1352997]
Salahat M, Al-Qinna M, Mashal K, Hammouri N (2014) Identifying major factors controlling groundwater quality in semiarid area using advanced statistical techniques. Water Resour Manage 28:3829–3841
[DOI:
10.1007/s11269-014-0712-1]
Samways D (2022) Population and sustainability reviewing the relationship between population growth and environmental change. J Popul Sustain 6:15–41
Schmalz B, Kuemmerlen M, Kiesel J, Cai Q, Jaehnig SC, Fohrer N (2015) Impacts of land use changes on hydrological components and macroinvertebrate distributions in the Poyang lake area. Ecohydrology 8:1119–1136
[DOI:
10.1002/eco.1569]
Sekrecka A, Kedzierski M (2018) Integration of satellite data with high resolution ratio improvement of spectral quality with preserving spatial details. Sensors 18:4418
Selle B, Lischeld G, Huwe B (2008) Effective modelling of percolation at the landscape scale using data-based approaches. Comput Geosci 34:699–713
[DOI:
10.1016/j.cageo.2007.06.007]
Shen Z, Hou X, Li W, Aini G, Chen L, Gong Y (2015) Impact of landscape pattern at multiple spatial scales on water quality a case study in a typical urbanised watershed in China. Ecol Ind 48:417–427
[DOI:
10.1016/j.ecolind.2014.08.019]
Shi P, Zhang Y, Li Z, Li P, Xu G (2017) Influence of land use and land cover patterns on seasonal water quality at multi-spatial scales. CATENA 151:182–190
[DOI:
10.1016/j.catena.2016.12.017]
Shukla AK, Ojha CSP, Mijic A, Buytaert W, Pathak S, Garg RD, Shukla S (2018) Population growth, land use and land cover transformations, and water quality nexus in the Upper Ganga River basin. Hydrol Earth Syst Sci 22:4745–4770
[DOI:
10.5194/hess-22-4745-2018]
Siddique G, Mukherjee N (2017) Transformation of agricultural land for urbanisation, infrastructural development and question of future food security cases from parts of Hugli district, West Bengal. Space Culture India 5:47–68
Singh SK, Singh CK, Mukherjee S (2010) Impact of land-use and land-cover change on groundwater quality in the Lower Shiwalik hills a remote sensing and GIS based approach. Central Eur J Geosci 2:124–131
Sivakumar B (2021) COVID-19 and water. Springer, pp. 531–534
Sliva L, Williams DD (2001) Buffer zone versus whole catchment approaches to studying land use impact on river water quality. Water Res 35:3462–3472
[DOI:
10.1016/S0043-1354(01)00062-8]
Smucker NJ, Detenbeck NE (2014) Meta-analysis of lost ecosystem attributes in urban streams and the effectiveness of out-of-channel management practices. Restor Ecol 22:741–748
[DOI:
10.1111/rec.12134]
Somani M, Srivastava AN, Gummadivalli SK, Sharma A (2020) Indirect implications of COVID-19 towards sustainable environment an investigation in Indian context. Bioresour Technol Rep 11:100491–100491
[DOI:
10.1016/j.biteb.2020.100491]
Song Y, Song X, Shao G, Hu T (2020) Effects of land use on stream water quality in the rapidly urbanized areas a multiscale analysis. Water 12:1123
Sonoda KC, Vettorazzi CA, Ortega EMM (2011) Relationship among landuse and composition of aquatic insects of four basins of Sao Paulo State. Neotrop Biol Conserv 6:187–200
Sorana Daniela BD, Lorentz J (2006) Pearson versus Spearman, Kendall’s tau correlation analysis on structure-activity relationships of biologic active compounds. Leonardo J Sci 5(9):179–200
Stoate C, Baldi A, Beja P, Boatman ND, Herzon I, van Doorn A, de Snoo GR, Rakosy L, Ramwell C (2009) Ecological impacts of early 21st century agricultural change in Europe - A review. J Environ Manage 91:22–46
[DOI:
10.1016/j.jenvman.2009.07.005]
Strehmel A, Schmalz B, Fohrer N (2016) Evaluation of land use, land management and soil conservation strategies to reduce non-point source pollution loads in the Three Gorges Region, China. Environ Manage 58:906–921
[DOI:
10.1007/s00267-016-0758-3]
Swaffer B, Abbott H, King B, van der Linden L, Monis P (2018) Understanding human infectious Cryptosporidium risk in drinking water supply catchments. Water Res 138:282–292
[DOI:
10.1016/j.watres.2018.03.063]
Tasdighi A, Arabi M, Osmond DL (2017) The relationship between land use and vulnerability to nitrogen and phosphorus pollution in an urban watershed. J Environ Qual 46:113–122
[DOI:
10.2134/jeq2016.06.0239]
Tian H, Tong L, Yu G, Arika B (2020) Relationship between water quality and land use at different spatial scalesa case study of the Mun River basin, Thailand. J Agro-Environ Sci 39:2036–2047
Tong STY, Chen WL (2002) Modeling the relationship between land use and surface water quality. J Environ Manage 66:377–393
[DOI:
10.1006/jema.2002.0593]
Townsend PV, Harper RJ, Brennan PD, Dean C, Wu S, Smettem KRJ, Cook SE (2012) Multiple environmental services as an opportunity for watershed restoration. Forest Policy Econ 17:45–58
[DOI:
10.1016/j.forpol.2011.06.008]
Trodahl MI, Jackson BM, Deslippe JR, Metherell AK (2017) Investigating trade-offs between water quality and agricultural productivity using the Land Utilisation and Capability Indicator (LUCI)-A New Zealand application. Ecosyst Serv 26:388–399
[DOI:
10.1016/j.ecoser.2016.10.013]
Tu J, Xia Z-G (2008) Examining spatially varying relationships between land use and water quality using geographically weighted regression I Model design and evaluation. Sci Total Environ 407:358–378
[DOI:
10.1016/j.scitotenv.2008.09.031]
Tu J (2011) Spatial and temporal relationships between water quality and land use in northern Georgia, USA. J Integr Environ Sci 8:151–170
[DOI:
10.1080/1943815X.2011.577076]
Turner RE, Rabalais NN (1991) Changes in Mississippi River water quality this century. Bioscience 41:140–147
[DOI:
10.2307/1311453]
Ujoh F (2014) Population growth and land resource conflicts in Tivland, Nigeria. Resour Environ 4:67–78
van Dijk AI, Keenan RJ (2007) Planted forests and water in perspective. Forest Eco Manag 251:1–9
van Vliet MTH, Floerke M, Wada Y (2017) Quality matters for water scarcity. Nat Geosci 10:800–802
[DOI:
10.1038/ngeo3047]
van den Wollenberg AL (1977) Redundancy analysis an alternative for canonical correlation analysis. Psychometrika 42:207–219
[DOI:
10.1007/BF02294050]
Vermaat JE, Palt M, Piffady J, Putnins A, Kail J (2021) The effect of riparian woodland cover on ecosystem service delivery by river floodplains a scenario assessment. Ecosphere 12:e03716
Wagner PD, Bhallamudi SM, Narasimhan B, Kumar S, Fohrer N, Fiener P (2019) Comparing the effects of dynamic versus static representations of land use change in hydrologic impact assessments. Environ Model Software 122:103987
Wagner PD, Fohrer N (2019) Gaining prediction accuracy in land use modeling by integrating modeled hydrologic variables. Environ Model Softw 115:155–163
[DOI:
10.1016/j.envsoft.2019.02.011]
Wang J, Zhang F, Zhang Y, Ren Y, Yu HJ (2016) Correlation between the spatial water quality and land use/cover in the Ebinur Lake area. Acta Ecologica Sinic 36(24):1–10 (in Chinese)
Wang J, Zhao W, Wang G, Yang S, Pereira P (2021) Effects of long-term afforestation and natural grassland recovery on soil properties and quality in Loess Plateau (China). Sci Total Environ 770:144833
Wang W, Wang J, Qi Y, Mi C, Jin Z (2017) Driving mechanism of coastal wetlands evolution based on spatial regression analysis taking Jiangsu coastal region as an example. China Land Sci 31:32–41
Wang Y-K, Cheng R-h, Zeng P, Che Y (2019a) Spatial differentiation of water quality in river networks in Shanghai and its response to land use in Riparian Zones. J Ecol Rural Environ 35:925–932
Wang Y, Liu Q, Ou M (2019b) Optimization of prime farmland layout on basis of geological environment suitability. Trans Chinese Soc Agric Eng 35:252–260
Wang Z, Zhang S, Peng Y, Wu C, Lv Y, Xiao K, Zhao J, Qian G (2020) Impact of rapid urbanization on the threshold effect in the relationship between impervious surfaces and water quality in shanghai, China. Environ Pollut 267:115569
White CS (1976) Factors influencing natural water quality and changes resulting from land-use practices. Water Air Soil Pollut 6:53–69
[DOI:
10.1007/BF00158715]
Williams MR, King KW, Macrae ML, Ford W, Van Esbroeck C, Brunke RI, English MC, Schiff SL (2015) Uncertainty in nutrient loads from tile-drained landscapes effect of sampling frequency, calculation algorithm, and compositing strategy. J Hydrol 530:306–316
[DOI:
10.1016/j.jhydrol.2015.09.060]
Wilson HF, Xenopoulos MA (2009) Effects of agricultural land use on the composition of fluvial dissolved organic matter. Nat Geosci 2:37–41
[DOI:
10.1038/ngeo391]
Winkler K, Fuchs R, Rounsevell M, Herold M (2021) Global land use changes are four times greater than previously estimated. Nat Commun 12:1–10
Woli KP, Nagumo T, Kuramochi K, Hatano R (2004) Evaluating river water quality through land use analysis and N budget approaches in livestock farming areas. Sci Total Environ 329:61–74
[DOI:
10.1016/j.scitotenv.2004.03.006]
Wong WS (2005) Using multivariate statistical techniques to examine the spatial variability of physicochemical elements and water quality in Hong Kong’s rivers. Asian Geogr 24:129–150
[DOI:
10.1080/10225706.2005.9684125]
Wu L, Ni D, Wang Y, Liu Y, Wang Y (2021) Relationship between humic acids and calcium fractions in soils under contrasting land-use types in a typical karst basin. J Agric Resour Environ 38:259–267
Xian C, Ouyang Z, Li Y, Xiao Y, Ren Y (2016) Variation in nitrate isotopic signatures in sewage for source apportionment with urbanization a case study in Beijing, China. Environ Sci Pollut Res 23:22871–22881
[DOI:
10.1007/s11356-016-7498-z]
Xian C, Zhang X, Zhang J, Fan Y, Zheng H, Salzman J, Ouyang Z (2019) Recent patterns of anthropogenic reactive nitrogen emissions with urbanization in China Dynamics, major problems, and potential solutions. Sci Total Environ 656:1071–1081
[DOI:
10.1016/j.scitotenv.2018.11.352]
Xu XC, Liu XW, Fu JC (2020) Study on post-evaluation system of impact of water conservancy project on ecological environment. Water Resour Hydropower Eng 51(S2):322–325 (in Chinese)
Xu Q, Wang P, Shu W, Ding M, Zhang H (2021) Influence of landscape structures on river water quality at multiple spatial scales a case study of the Yuan river watershed, China. Ecol Indic 121:107226
Yang C, Yang P, Geng J, Yin H, Chen K (2020) Sediment internal nutrient loading in the most polluted area of a shallow eutrophic lake (Lake Chaohu, China) and its contribution to lake eutrophication. Environ Pollut 262:114292
Yang H, Wang G, Wang L, Zheng B (2016) Impact of land use changes on water quality in headwaters of the Three Gorges Reservoir. Environ Sci Pollut Res 23:11448–11460
[DOI:
10.1007/s11356-015-5922-4]
Villegas A, Torres JP (2020) Spatial spectroscopy for high resolution imaging. EPJ Web of Conferences 238:06005
[DOI:
10.1051/epjconf/202023806005]
You SB, Yan Y (2017) Issues in spatial panel data model specification. Stat Inf Forum 14:31–35 (in Chinese)
Zampella RA, Procopio NA, Lathrop RG, Dow CL (2007) Relationship of land-use/land-cover patterns and surface-water quality in the Mullica River basin. J Am Water Resour Assoc 43:594–604
[DOI:
10.1111/j.1752-1688.2007.00045.x]
Zang N, Cao Y, Wang Y, Huang B, Zhang L, Mathiopoulos PT (2021) Land-use mapping for high-spatial resolution remote sensing image via deep learning a review. Ieee J Sel Top Appl Earth Obs Remote Sen 14:5372–5391
[DOI:
10.1109/JSTARS.2021.3078631]
Zhang C, Huang C, Li H, Liu Q, Li J, Bridhikitti A, Liu G (2020) Effect of textural features in remote sensed data on rubber plantation extraction at different levels of spatial resolution. Forests 11:399
Zhang J, Li S, Dong R, Jiang C, Ni M (2019) Influences of land use metrics at multi-spatial scales on seasonal water quality a case study of river systems in the Three Gorges Reservoir Area, China. J Clean Prod 206:76–85
[DOI:
10.1016/j.jclepro.2018.09.179]
Zhang W, Li H, Sun D, Zhou L (2012) A statistical assessment of the impact of agricultural land use intensity on regional surface water quality at multiple scales. Int J Environ Res Public Health 9:4170–4186
[DOI:
10.3390/ijerph9114170]
Zhang X, Ma L, Zhu Y, Lou W, Xie B, Sheng L, Hu H, Zheng K, Gu Q (2022) Temporal stability analysis for the evaluation of spatial and temporal patterns of surface water quality. Water Resour Manage 36:1413–1429
[DOI:
10.1007/s11269-022-03090-8]
Zhang Y-J, Chen S, Xiang J-C (2011) Correlation between the water quality and land use composition in the river side area–a case of Chaohu Lake basin in China. Resour Environ Yangtze Basin 20:1054–1061
Zhang Y, Wang Y, Wang Y, Xi H (2009) Investigating the impacts of landuse-landcover (LULC) change in the Pearl River Delta Region on water quality in the Pearl River Estuary and Hong Kong’s coast. Remote Sens 1:1055–1064
[DOI:
10.3390/rs1041055]
Zhang Y, Dudgeon D, Cheng D, Thoe W, Fok L, Wang Z, Lee JHW (2010) Impacts of land use and water quality on macroinvertebrate communities in the Pearl River drainage basin, China. Hydrobiologia 652:71–88
[DOI:
10.1007/s10750-010-0320-x]
Zhao L (2018) Research on water system planningfrom the perspective of stormwater management in winter city. Harbin Inst Technol. (in Chinese)
Zhao B, Kreuter U, Li B, Ma ZJ, Chen JK, Nakagoshi N (2004) An ecosystem service value assessment of land-use change on Chongming Island, China. Land Use Policy 21:139–148
[DOI:
10.1016/j.landusepol.2003.10.003]
Zhao P, Xia B, Qin J, Zhao H (2012) Multivariate correlation analysis between landscape pattern and water quality. Acta Ecol Sin 32:2331–2341
[DOI:
10.5846/stxb201103140315]
Zhou J-j, Xiang J, Wang L-y, Zhong G-s, Zhu G-f, Wei W, Feng W, Huang M-h (2019) Relationship between landscape pattern and hydrochemical characteristics of Binggou River Basin in eastern Qilian Mountains. Shengtaixue Zazhi 38:3779–3788
Zhang Z (2016) Land use/land cover classification and change detection in mountainous areas using multi-resolution remotely sensed data--a case study of Manwanreservoir basin. Yunnan University. (in Chinese)
