Ecological landscape pattern changes and security from 1990 to 2021 in Ebinur Lake Wetland Reserve, China

Abdullah, 2006, Changes in landscape spatial pattern in the highly developing state of Selangor, peninsular Malaysia, Landsc. Urban Plan., 77, 263, 10.1016/j.landurbplan.2005.03.003 Alatorre, 2009, Identification of eroded areas using remote sensing in a badlands landscape on marls in the central Spanish Pyrenees, Catena, 76, 182, 10.1016/j.catena.2008.11.005 Amiri, 2009, Modeling the linkage between river water quality and landscape metrics in the Chugoku district ofe Japan, Water Resour. Manage., 23, 931, 10.1007/s11269-008-9307-z Antrop, 1997, The concept of traditional landscapes as a base for landscape evaluation and planning. The example of flanders region, Landsc. Urban Plan., 38, 105, 10.1016/S0169-2046(97)00027-3 Botequilha Leitão, 2002, Applying landscape ecological concepts and metrics in sustainable landscape planning, Landsc. Urban Plan., 59, 65, 10.1016/S0169-2046(02)00005-1 Brook, 2011, Fusion of Hyperspectral and Lidar Data, Ieee Grss/Isprs, 3575 Bunnell, 2003, Landscape changes in the Mullica River Basin of the Pinelands National Reserve, New Jersey, USA, Environ. Manage., 31, 696, 10.1007/s00267-002-2871-8 Burkhard, 2009, Landscapes’ capacities to provide ecosystem services – A concept for land-cover based assessments, Landscape Online, 15, 1, 10.3097/LO.200915 Butt, 2015, Land use change mapping and analysis using Remote Sensing and GISA case study of Simly watershed, Islamabad, Pakistan, Egpt. J. Remote Sens. Sp. Sci., 18, 251 Cabral, 2018, Burned area estimations derived from Landsat ETM+ and OLI data Comparing Genetic Programming with Maximum Likelihood and Classification and Regression Trees, ISPRS J. Photogramm. Remote Sens., 142, 94, 10.1016/j.isprsjprs.2018.05.007 Chen, 2017, Multi-source remotely sensed data fusion for improving land cover classification, ISPRS J. Photogramm. Remote Sens., 124, 27, 10.1016/j.isprsjprs.2016.12.008 Cifaldi, 2004, Spatial patterns in land cover of exurbanizing watersheds in southeastern Michigan, Landsc. Urban Plan., 66, 107, 10.1016/S0169-2046(03)00098-7 Corry, 2005, Characterizing fine-scale patterns of alternative agricultural landscapes with landscape pattern indices, Landsc. Ecol., 20, 591, 10.1007/s10980-004-5036-8 Estacio, 2022, Dynamics of land cover transitions and agricultural abandonment in a mountainous agricultural landscape Case of Ifugao rice terraces, Philippines, Landsc. Urban Plan., 222, 10.1016/j.landurbplan.2022.104394 Fang, 2022, Impacts of land use/land cover changes on ecosystem services in ecologically fragile regions, Sci. Total Environ., 831, 10.1016/j.scitotenv.2022.154967 Fukushima, 2007, Land use/cover change and its drivers a case in the watershed of Lake Kasumigaura, Japan, Landsc. Ecol. Eng., 3, 21, 10.1007/s11355-006-0008-6 Guo, 2022, Signatures of Indian endosulfan usage in China’s environment, SSRN Electron. J., 306 Gutierrez Garzon, 2022, Urban land use cover changes in three developed cities of the United States San Diego, Denver, and Buffalo, Heliyon, 8, e09093, 10.1016/j.heliyon.2022.e09093 Han, Z.H.,Li, J.D.,Yin, H., Shen, T.Y.J., Xu, C., 2010. Analysis of ecological security of wetland in Liaohe River delta based on the landscape pattern. 19(03):701-705. (in Chinese) 10.16258/j.cnki.1674-5906.2010.03.027. Haut, 2017, Cloud implementation of the K-means algorithm for hyperspectral image analysis, J. Supercomput., 73, 514, 10.1007/s11227-016-1896-3 He, 2005, Modelling scenarios of land use change in northern China in the next 50 years, J. Geogr. Sci., 15, 177, 10.1007/BF02872683 Huang, 2020, Human exposure to polychlorinated biphenyls embodied in global fish trade, Nat. Food, 1, 292, 10.1038/s43016-020-0066-1 Huo, 2011, Spectral and spatial classification of hyperspectral data using SVMs and Gabor textures, Int. Geosci. Remote Sens. Symp., 46, 1708 Hupy, 2004, Influence of vegetation cover and crust type on wind-blown sediment in a semi-arid climate, J. Arid Environ., 58, 167, 10.1016/S0140-1963(03)00129-0 Jaafari, 2016, Landscape change assessment of reservation areas using remote sensing and landscape metrics (case study Jajroud reservation, Iran), Environ. Dev. Sustain., 18, 1701, 10.1007/s10668-015-9712-4 Jogo, 2010, Balancing the use of wetlands for economic well-being and ecological security the case of the Limpopo wetland in southern Africa, Ecol. Econ., 69, 1569, 10.1016/j.ecolecon.2010.02.021 Křováková, 2015, Landscape functions and their change - a review on methodological approaches, Ecol. Eng., 75, 378, 10.1016/j.ecoleng.2014.12.011 Li, 2010, Semisupervised hyperspectral image segmentation using multinomial logistic regression with active learning, IEEE Trans. Geosci. Remote Sens., 48, 4085 Li, 2021, Inferring ecosystem networks as information flows, Sci. Rep., 11, 1 Li, 2010, An early warning method of landscape ecological security in rapid urbanizing coastal areas and its application in Xiamen, China, Ecol. Modell., 221, 2251, 10.1016/j.ecolmodel.2010.04.016 Liang, 2016, Analysis of ecological security of landscape pattern in manas river watershed of xinjiang uygur autonomous region, Res. Soil Water Conserv., 23, 170 Lin, 2019, Spatial variations in the relationships between road network and landscape ecological risks in the highest forest coverage region of China, Ecol. Indic., 96, 392, 10.1016/j.ecolind.2018.09.016 Ma, 2019, Identifying key landscape pattern indices influencing the ecological security of inland river basin the middle and lower reaches of Shule River Basin as an example, Sci. Total Environ., 674, 424, 10.1016/j.scitotenv.2019.04.107 MacLeod, 2002, Evaluating and expressing the propagation of uncertainty in chemical fate and bioaccumulation models, Environ. Toxicol. Chem., 21, 700, 10.1002/etc.5620210403 Mahamah, 1988, Simplified sensitivity analysis applied to a nutrient-biomass model, Ecol. Modell., 42, 103, 10.1016/0304-3800(88)90110-X Marcucci, 2000, Landscape history as a planning tool, Landsc. Urban Plan., 49, 67, 10.1016/S0169-2046(00)00054-2 McGarigal, L., Marks, B., 1995. FRAGSTATS Manual spatial pattern analysis program for quantifying landscape structure PNW-GTR-351. URL ftp//ftp. fsl. orst. edu/pub/fragstats. Mhangara, 2013, Potential of texture-based classification in urban landscapes using multispectral aerial photos, S. Afr. J. Sci., 109, 10.1590/sajs.2013/1273 Opdam, P., Foppen, R., Vos, C., 2002. Bridging the gap between ecology and spatial planning - Opdam et al 2002.pdf. Landsc. Ecol. 16, 767–779. Paoletti, 2018, A new deep convolutional neural network for fast hyperspectral image classification, ISPRS J. Photogramm. Remote Sens., 145, 120, 10.1016/j.isprsjprs.2017.11.021 Pianosi, 2016, Sensitivity analysis of environmental models a systematic review with practical workflow, Environ. Model. Softw., 79, 214, 10.1016/j.envsoft.2016.02.008 Prasai, 2021, Application of Google earth engine python API and NAIP imagery for land use and land cover classification a case study in Florida, USA, Ecol. Inform., 66, 10.1016/j.ecoinf.2021.101474 Ramírez-Cuesta, 2021, Characterization of the main land processes occurring in Europe (2000–2018) through a MODIS NDVI seasonal parameter-based procedure, Sci. Total Environ., 799, 10.1016/j.scitotenv.2021.149346 Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., Tarantola, S., 2008. Global sensitivity analysis The primer, Global Sensitivity Analysis The Primer. 10.1002/9780470725184. Seto, 2012, Global forecasts of urban expansion to 2030 and direct impacts on biodiversity and carbon pools, Proc. Natl. Acad. Sci. U. S. A., 109, 16083, 10.1073/pnas.1211658109 Sisay, 2021, Assessment of land use land cover dynamics and its drivers in Bechet Watershed Upper Blue Nile Basin, Ethiopia, Remote Sens. Appl. Soc. Environ., 24 Skariah, 2022, Land use/land cover changes (1988–2017) in Central Kerala and the effect of urban built-up on Kerala floods 2018, Arab. J. Geosci., 15, 1, 10.1007/s12517-022-10296-y Sutton, P.C., Costanza, R., 2002. <Sutton_and_Costanza.pdf> 41, 509–527. Trinh, 2018, Integrating global land-cover and soil datasets to update saturated hydraulic conductivity parameterization in hydrologic modeling, Sci. Total Environ., 631–632, 279, 10.1016/j.scitotenv.2018.02.267 Tulloch, 2016, Understanding the importance of small patches of habitat for conservation, J. Appl. Ecol., 53, 418, 10.1111/1365-2664.12547 Turner, 2014, Bundling ecosystem services in Denmark Trade-offs and synergies in a cultural landscape, Landsc. Urban Plan., 125, 89, 10.1016/j.landurbplan.2014.02.007 Van Eetvelde, 2009, A stepwise multi-scaled landscape typology and characterisation for trans-regional integration, applied on the federal state of Belgium, Landsc. Urban Plan., 91, 160, 10.1016/j.landurbplan.2008.12.008 Vrugt, 2009, Accelerating Markov chain Monte Carlo simulation by differential evolution with self-adaptive randomized subspace sampling, Int. J. Nonlinear Sci. Numer. Simul., 10, 273, 10.1515/IJNSNS.2009.10.3.273 Wang, 2008, The temporal and spatial characteristic of landscape ecological security at Lancang River Watershed of longitudinal range gorge region in Southwest China, Acta Ecologica Sinica., 04, 1681 Wang, 2018, Quantitative estimation of soil salinity by means of different modeling methods and visible-near infrared (VIS-NIR) spectroscopy, Ebinur Lake Wetland, Northwest China, PeerJ, 2018 Wang, 2019, Dynamic detection of water surface area of Ebinur Lake using multi-source satellite data (Landsat and Sentinel-1A) and its responses to changing environment, Catena, 177, 189, 10.1016/j.catena.2019.02.020 Wang, 2019, Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China, Geoderma, 353, 172, 10.1016/j.geoderma.2019.06.040 Wang, 2020, Machine learning-based detection of soil salinity in an arid desert region, Northwest China a comparison between Landsat-8 OLI and Sentinel-2 MSI, Sci. Total Environ., 707, 10.1016/j.scitotenv.2019.136092 Wang, 1998 Wang, 2020, Ensemble machine-learning-based framework for estimating total nitrogen concentration in water using drone-borne hyperspectral imagery of emergent plants a case study in an arid oasis, NW China, Environ. Pollut., 266, 10.1016/j.envpol.2020.115412 Wu, 2005, Characteristics of an early Holocene climate and environment from lake sediments in Ebinur region, NW China, Sci. China, Ser. D Earth Sci., 48, 258, 10.1360/02yd0298 Wu, 2019, The variation differences of cultivated land ecological security between flatland and mountainous areas based on LUCC, PLoS One, 14, 1 Xiao, 2016, Multi-scale analysis of relationship between landscape pattern and urban river water quality in different seasons, Sci. Rep., 6, 1 Xie, 2008, Remote sensing imagery in vegetation mapping a review, J. Plant Ecol., 1, 9, 10.1093/jpe/rtm005 Yu, 2006, Land use change and eco- security assessment of huangfuchuan watershed, Acta Geographica Sinica., 06, 645 Yuan, 2021, Analyzing the influence of land use/land cover change on landscape pattern and ecosystem services in the Poyang Lake Region, China, Environ. Sci. Pollut. Res., 28, 27193, 10.1007/s11356-020-12320-8 Zhang, 2022, The non-significant correlation between landscape ecological risk and ecosystem services in Xi’an Metropolitan Area, China. Ecol. Indic., 141 Zhang, 2019, Assessing and predicting changes of the ecosystem service values based on land use/cover change in Ebinur Lake Wetland National Nature Reserve, Xinjiang, China, Sci. Total Environ., 656, 1133, 10.1016/j.scitotenv.2018.11.444 Zhang, 2022, Changes of river quality in Lake Ebinur Basin, Xinjiang (2005–2020), J. Lake Sci., 34, 478, 10.18307/2022.0210 Zhang, 2017, Analysis of the temporal and spatial dynamics of landscape patterns and hemeroby index of the Ebinur Lake Wetland Nature Reserve, Xinjiang, over the last 40 years, Acta Ecol. Sin., 37, 7082