{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T21:01:18Z","timestamp":1767906078905,"version":"3.49.0"},"reference-count":92,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T00:00:00Z","timestamp":1496275200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Applied Earth Observation and Geoinformation"],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1016\/j.jag.2017.01.009","type":"journal-article","created":{"date-parts":[[2017,2,4]],"date-time":"2017-02-04T06:31:23Z","timestamp":1486189883000},"page":"12-25","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":18,"special_numbering":"C","title":["Time series evaluation of landscape dynamics using annual Landsat imagery and spatial statistical modeling: Evidence from the Phoenix metropolitan region"],"prefix":"10.1016","volume":"58","author":[{"given":"Chao","family":"Fan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soe W.","family":"Myint","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergio J.","family":"Rey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenwen","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.jag.2017.01.009_bib0005","unstructured":"ADWR, 2013, Phoenix AMA Cultural Water Demand. Retrived from http:\/\/www.azwater.gov\/AzDWR\/StatewidePlanning\/WaterAtlas\/ActiveManagementAreas\/Cultural\/PhoenixAMA.htm. (Accessed March 17, 2016)"},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0010","doi-asserted-by":"crossref","first-page":"54","DOI":"10.1111\/j.1467-8306.2005.00450.x","article-title":"Exploring complexity in a human\u2013environment system: an agent-based spatial model for multidisciplinary and multiscale integration","volume":"95","author":"An","year":"2005","journal-title":"Ann. Assoc. Am. Geographers"},{"key":"10.1016\/j.jag.2017.01.009_bib0015","series-title":"Spatial Econometrics: Methods and Models","author":"Anselin","year":"1988"},{"issue":"2","key":"10.1016\/j.jag.2017.01.009_bib0020","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1111\/j.1538-4632.1995.tb00338.x","article-title":"Local indicators of spatial association\u2014LISA","volume":"27","author":"Anselin","year":"1995","journal-title":"Geogr. Anal."},{"issue":"10","key":"10.1016\/j.jag.2017.01.009_bib0025","doi-asserted-by":"crossref","first-page":"2957","DOI":"10.3390\/rs4102957","article-title":"Enhanced Built-up and Bareness Index (EBBI) for mapping built-up and bare land in an urban area","volume":"4","author":"As-Syakur","year":"2012","journal-title":"Remote Sens."},{"issue":"2","key":"10.1016\/j.jag.2017.01.009_bib0030","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1016\/j.gloenvcha.2011.02.002","article-title":"Can a 25-year trend in Soudano-Sahelian vegetation dynamics be interpreted in terms of land use change? A remote sensing approach","volume":"21","author":"Begue","year":"2011","journal-title":"Global Environ. Change"},{"key":"10.1016\/j.jag.2017.01.009_bib0035","series-title":"Eco-economy","author":"Brown","year":"2001"},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0040","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1016\/j.landurbplan.2009.10.005","article-title":"Multiscale analysis of the urbanization pattern of the Phoenix metropolitan landscape of USA: time, space and thematic resolution","volume":"94","author":"Buyantuyev","year":"2010","journal-title":"Landscape Urban Plann."},{"key":"10.1016\/j.jag.2017.01.009_bib0045","doi-asserted-by":"crossref","first-page":"148","DOI":"10.3390\/land3010148","article-title":"Mapping urban transitions using multi-temporal Landsat and DMSP-OLS night-time lights imagery of the RedRiver Delta in Vietnam","volume":"3","author":"Castrence","year":"2014","journal-title":"Land"},{"issue":"1\/2","key":"10.1016\/j.jag.2017.01.009_bib0050","doi-asserted-by":"crossref","first-page":"80","DOI":"10.2307\/2333424","article-title":"Some quick sign tests for trend in location and dispersion","volume":"42","author":"Cox","year":"1955","journal-title":"Biometrika"},{"key":"10.1016\/j.jag.2017.01.009_bib0055","series-title":"Statistics for Spatial Data","author":"Cressie","year":"1993"},{"issue":"13","key":"10.1016\/j.jag.2017.01.009_bib0060","doi-asserted-by":"crossref","DOI":"10.1029\/2009GL038852","article-title":"Observational evidence of an intensifying hydrological cycle in northern Canada","volume":"36","author":"D\u00e9ry","year":"2009","journal-title":"Geophys. Res. Lett."},{"issue":"8","key":"10.1016\/j.jag.2017.01.009_bib0065","doi-asserted-by":"crossref","first-page":"1551","DOI":"10.1080\/01431160512331326657","article-title":"A statistical framework for the analysis of long image time series","volume":"26","author":"De Beurs","year":"2005","journal-title":"Int. J. Remote Sens."},{"issue":"17","key":"10.1016\/j.jag.2017.01.009_bib0070","doi-asserted-by":"crossref","first-page":"3567","DOI":"10.1080\/01431169408954345","article-title":"NDVI-derived land cover classifications at a global scale","volume":"15","author":"DeFries","year":"1994","journal-title":"Int. J. Remote Sens."},{"key":"10.1016\/j.jag.2017.01.009_bib0075","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/j.rse.2012.09.009","article-title":"BCI: a biophysical composition index for remote sensing of urban environments","volume":"127","author":"Deng","year":"2012","journal-title":"Remote Sens. Environ."},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0080","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.landurbplan.2009.05.001","article-title":"Spatio-temporal dynamics and evolution of land use change and landscape pattern in response to rapid urbanization","volume":"92","author":"Deng","year":"2009","journal-title":"Landscape Urban Plann."},{"key":"10.1016\/j.jag.2017.01.009_bib0085","series-title":"Trends in Nutrient Inflows to the Gulf of Mexico from Streams Draining the Conterminous United States, 1972\u201393","author":"Dunn","year":"1996"},{"key":"10.1016\/j.jag.2017.01.009_bib0090","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/j.landurbplan.2013.10.002","article-title":"A comparison of spatial autocorrelation indices and landscape metrics in measuring urban landscape fragmentation","volume":"121","author":"Fan","year":"2014","journal-title":"Landscape Urban Plann."},{"issue":"20","key":"10.1016\/j.jag.2017.01.009_bib0095","doi-asserted-by":"crossref","first-page":"7263","DOI":"10.1080\/01431161.2014.967891","article-title":"Characterizing changes in cropping patterns using sequential Landsat imagery: an adaptive threshold approach and application to Phoenix, Arizona","volume":"35","author":"Fan","year":"2014","journal-title":"Int. J. Remote Sens."},{"issue":"2","key":"10.1016\/j.jag.2017.01.009_bib0100","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1177\/0309133314567583","article-title":"Measuring the spatial arrangement of urban vegetation and its impacts on seasonal surface temperatures","volume":"39","author":"Fan","year":"2015","journal-title":"Prog. Phys. Geogr."},{"key":"10.1016\/j.jag.2017.01.009_bib0105","article-title":"Spatially filtered ridge regression (SFRR): A regression framework to understanding impacts of land cover patterns on urban climate","author":"Fan","year":"2016","journal-title":"Trans. GIS"},{"key":"10.1016\/j.jag.2017.01.009_bib0110","series-title":"Accuracy of Spatial Databases","first-page":"221","article-title":"Scale-independent spatial analysis","author":"Fotheringham","year":"1989"},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0115","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1111\/j.1538-4632.1992.tb00261.x","article-title":"The analysis of spatial association by use of distance statistics","volume":"24","author":"Getis","year":"1992","journal-title":"Geogr. Anal."},{"issue":"5","key":"10.1016\/j.jag.2017.01.009_bib0120","doi-asserted-by":"crossref","first-page":"503","DOI":"10.1177\/0309133308098363","article-title":"Multitemporal remote sensing of landscape dynamics and pattern change: describing natural and anthropogenic trends","volume":"32","author":"Gillanders","year":"2008","journal-title":"Prog. Phys. Geogr."},{"key":"10.1016\/j.jag.2017.01.009_bib0125","first-page":"299","article-title":"Trends in seasonal sea ice duration in southwestern Hudson Bay","author":"Gough","year":"2004","journal-title":"Arctic"},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0130","doi-asserted-by":"crossref","first-page":"199","DOI":"10.1023\/B:UECO.0000044036.59953.a1","article-title":"Approaches to the study of urban ecosystems: the case of Central Arizona\u2014Phoenix","volume":"7","author":"Grimm","year":"2004","journal-title":"Urban Ecosyst."},{"issue":"5864","key":"10.1016\/j.jag.2017.01.009_bib0135","doi-asserted-by":"crossref","first-page":"756","DOI":"10.1126\/science.1150195","article-title":"Global change and the ecology of cities","volume":"319","author":"Grimm","year":"2008","journal-title":"Science"},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0140","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1016\/S0022-1694(97)00125-X","article-title":"A modified Mann-Kendall trend test for autocorrelated data","volume":"204","author":"Hamed","year":"1998","journal-title":"J. Hydrol."},{"issue":"8","key":"10.1016\/j.jag.2017.01.009_bib0145","doi-asserted-by":"crossref","first-page":"546","DOI":"10.1038\/ngeo901","article-title":"Patterns of Indian Ocean sea-level change in a warming climate","volume":"3","author":"Han","year":"2010","journal-title":"Nat. Geosci."},{"issue":"6\u20137","key":"10.1016\/j.jag.2017.01.009_bib0150","doi-asserted-by":"crossref","first-page":"1331","DOI":"10.1080\/014311600210209","article-title":"Global land cover classification at 1km spatial resolution using a classification tree approach","volume":"21","author":"Hansen","year":"2000","journal-title":"Int. J. Remote Sens."},{"issue":"9","key":"10.1016\/j.jag.2017.01.009_bib0155","first-page":"1067","article-title":"Comparison of change-detection techniques for monitoring tropical forest clearing and vegetation regrowth in a time series","volume":"67","author":"Hayes","year":"2001","journal-title":"Photogramm. Eng. Remote Sens."},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0160","doi-asserted-by":"crossref","first-page":"286","DOI":"10.1016\/S0034-4257(03)00075-0","article-title":"The spatiotemporal form of urban growth: measurement, analysis and modeling","volume":"86","author":"Herold","year":"2003","journal-title":"Remote Sens. Environ."},{"issue":"11","key":"10.1016\/j.jag.2017.01.009_bib0165","doi-asserted-by":"crossref","first-page":"2281","DOI":"10.1080\/01431160512331326611","article-title":"Understanding precipitation patterns and land use interaction in Tibet using harmonic analysis of SPOT VGT-S10 NDVI time series","volume":"26","author":"Immerzeel","year":"2005","journal-title":"Int. J. Remote Sens."},{"issue":"4","key":"10.1016\/j.jag.2017.01.009_bib0170","first-page":"461","article-title":"Harmonic analysis of time-series AVHRR NDVI data","volume":"67","author":"Jakubauskas","year":"2001","journal-title":"Photogramm. Eng. Remote Sens."},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0175","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1007\/BF02447512","article-title":"The modifiable areal unit problem and implications for landscape ecology","volume":"11","author":"Jelinski","year":"1996","journal-title":"Landscape Ecol."},{"issue":"7","key":"10.1016\/j.jag.2017.01.009_bib0180","doi-asserted-by":"crossref","first-page":"1432","DOI":"10.1016\/j.rse.2010.01.026","article-title":"Modeling MODIS LAI time series using three statistical methods","volume":"114","author":"Jiang","year":"2010","journal-title":"Remote Sens. Environ."},{"issue":"10","key":"10.1016\/j.jag.2017.01.009_bib0185","doi-asserted-by":"crossref","first-page":"2299","DOI":"10.1175\/JCLI4109.1","article-title":"Climate response to rapid urban growth: evidence of a human-induced precipitation deficit","volume":"20","author":"Kaufmann","year":"2007","journal-title":"J. Clim."},{"key":"10.1016\/j.jag.2017.01.009_bib0190","series-title":"Rank Correlation Methods","author":"Kendall","year":"1975"},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0195","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1111\/j.1467-9272.2007.00596.x","article-title":"The spatial structure of land use from 1970 to 2000 in the Phoenix, Arizona, metropolitan area","volume":"59","author":"Keys","year":"2007","journal-title":"Prof. Geogr."},{"key":"10.1016\/j.jag.2017.01.009_bib0200","series-title":"Historic Land Use Team: Phase I Report on Generalized Land Use, Center for Environmental Studies","author":"Knowles-Y\u00e1nez","year":"1999"},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0205","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1016\/S0273-1177(01)00329-5","article-title":"Evolution of long-term errors in NDVI time series: 1985\u20131999","volume":"28","author":"Kogan","year":"2001","journal-title":"Adv. Space Res."},{"issue":"4","key":"10.1016\/j.jag.2017.01.009_bib0210","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1016\/j.ecolmodel.2005.10.035","article-title":"On the use of principal component analysis (PCA) for evaluating interannual vegetation anomalies from SPOT\/VEGETATION NDVI temporal series","volume":"194","author":"Lasaponara","year":"2006","journal-title":"Ecol. Modell."},{"issue":"12","key":"10.1016\/j.jag.2017.01.009_bib0215","doi-asserted-by":"crossref","first-page":"2505","DOI":"10.1080\/01431160110106087","article-title":"Evaluating vegetation phenological patterns in Inner Mongolia using NDVI time-series analysis","volume":"23","author":"Lee","year":"2002","journal-title":"Int. J. Remote Sens."},{"key":"10.1016\/j.jag.2017.01.009_bib0220","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1016\/j.rse.2015.06.007","article-title":"A 30-year (1984\u20132013) record of annual urban dynamics of Beijing City derived from Landsat data","volume":"166","author":"Li","year":"2015","journal-title":"Remote Sens. Environ."},{"issue":"5426","key":"10.1016\/j.jag.2017.01.009_bib0225","doi-asserted-by":"crossref","first-page":"397","DOI":"10.1126\/science.285.5426.397","article-title":"Climate and satellite indicators to forecast Rift Valley fever epidemics in Kenya","volume":"285","author":"Linthicum","year":"1999","journal-title":"Science"},{"issue":"2","key":"10.1016\/j.jag.2017.01.009_bib0230","doi-asserted-by":"crossref","first-page":"2067","DOI":"10.3390\/rs70202067","article-title":"Correlations between urbanization and vegetation degradation across the world\u2019s metropolises using DMSP\/OLS nighttime light data","volume":"7","author":"Liu","year":"2015","journal-title":"Remote Sens."},{"key":"10.1016\/j.jag.2017.01.009_bib0235","first-page":"198","article-title":"Regional assessment of pan-Pacific urban environments over 25 years using annual gap free Landsat data","volume":"50","author":"Lu","year":"2016","journal-title":"Int. J. Appl. Earth Obs. Geoinf."},{"issue":"4","key":"10.1016\/j.jag.2017.01.009_bib0240","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1023\/A:1020512723753","article-title":"A gradient analysis of urban landscape pattern: a case study from the Phoenix metropolitan region, Arizona, USA","volume":"17","author":"Luck","year":"2002","journal-title":"Landscape Ecol."},{"issue":"2","key":"10.1016\/j.jag.2017.01.009_bib0245","first-page":"81","article-title":"Monitoring agricultural cropping patterns across the Laurentian Great Lakes Basin using MODIS-NDVI data","volume":"12","author":"Lunetta","year":"2010","journal-title":"Int. J. Appl. Earth Obs. Geoinf."},{"key":"10.1016\/j.jag.2017.01.009_bib0250","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1016\/j.rse.2012.04.018","article-title":"Quantitative estimation of urbanization dynamics using time series of DMSP\/OLS nighttime light data: a comparative case study from China's cities","volume":"124","author":"Ma","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"10.1016\/j.jag.2017.01.009_bib0255","doi-asserted-by":"crossref","first-page":"245","DOI":"10.2307\/1907187","article-title":"Nonparametric tests against trend","author":"Mann","year":"1945","journal-title":"Econometrica J. Econometric Soc."},{"issue":"34","key":"10.1016\/j.jag.2017.01.009_bib0260","doi-asserted-by":"crossref","first-page":"7823","DOI":"10.1016\/j.atmosenv.2008.07.018","article-title":"Satellite remote sensing of surface air quality","volume":"42","author":"Martin","year":"2008","journal-title":"Atmos. Environ."},{"key":"10.1016\/j.jag.2017.01.009_bib0265","unstructured":"McGarigal, K., Cushman, S.A., 2002, The gradient concept of landscape structure: Or, why are there so many patches, Available at the following website: http:\/\/www.umass.edu\/landeco\/pubs\/pubs.html."},{"key":"10.1016\/j.jag.2017.01.009_bib0270","unstructured":"McGarigal, K., 2014, FRAGSTATS help, Pieejams: http:\/\/www.umass.edu\/landeco\/research\/fragstats\/documents\/fragstats. help 4."},{"issue":"3\u20134","key":"10.1016\/j.jag.2017.01.009_bib0275","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1007\/s00704-009-0214-x","article-title":"Trend analysis of long-term temperature time series in the Greater Toronto Area (GTA)","volume":"101","author":"Mohsin","year":"2010","journal-title":"Theor. Appl. Climatol."},{"key":"10.1016\/j.jag.2017.01.009_bib0280","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1007\/978-1-4757-4244-2_4","article-title":"Image textural measures as indices of landscape pattern","volume":"82","author":"Musick","year":"1991","journal-title":"Ecol. Stud."},{"key":"10.1016\/j.jag.2017.01.009_bib0285","doi-asserted-by":"crossref","first-page":"301","DOI":"10.2747\/1548-1603.47.3.301","article-title":"Combined effects of impervious surface and vegetation on air temperature variations in a rapidly expanding desert city","volume":"47","author":"Myint","year":"2010","journal-title":"GISci. Remote Sens."},{"issue":"4","key":"10.1016\/j.jag.2017.01.009_bib0290","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1890\/EHS14-0028.1","article-title":"Does the spatial arrangement of urban landscape matter? Examples of urban warming and cooling in Phoenix and Las Vegas","volume":"1","author":"Myint","year":"2015","journal-title":"Ecosyst. Health Sustainability"},{"key":"10.1016\/j.jag.2017.01.009_bib0295","series-title":"The Modifiable Areal Unit Problem","author":"Openshaw","year":"1984"},{"key":"10.1016\/j.jag.2017.01.009_bib0300","first-page":"127","article-title":"A million or so correlation coefficients: three experiments on the modifiable areal unit problem","volume":"21","author":"Openshaw","year":"1979","journal-title":"Stat. Appl. Spat. Sci."},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0305","doi-asserted-by":"crossref","first-page":"953","DOI":"10.1890\/0012-9658(1997)078[0953:AEFNFT]2.0.CO;2","article-title":"ANPP estimates from NDVI for the central grassland region of the United States","volume":"78","author":"Paruelo","year":"1997","journal-title":"Ecology"},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0310","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1006\/jema.2001.0523","article-title":"The application of local measures of spatial autocorrelation for describing pattern in north Australian landscapes","volume":"64","author":"Pearson","year":"2002","journal-title":"J. Environ. Manage."},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0315","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1007\/BF02087112","article-title":"Effects of changing spatial resolution on the results of landscape pattern analysis using spatial autocorrelation indices","volume":"11","author":"Qi","year":"1996","journal-title":"Landscape Ecol."},{"issue":"12","key":"10.1016\/j.jag.2017.01.009_bib0320","doi-asserted-by":"crossref","first-page":"2457","DOI":"10.1080\/01431160110106140","article-title":"Spatial methods for characterising land cover and detecting land-cover changes for the tropics","volume":"23","author":"Read","year":"2002","journal-title":"Int. J. Remote Sens."},{"issue":"5","key":"10.1016\/j.jag.2017.01.009_bib0325","doi-asserted-by":"crossref","first-page":"703","DOI":"10.2307\/3235884","article-title":"Measuring phenological variability from satellite imagery","volume":"5","author":"Reed","year":"1994","journal-title":"J. Veg. Sci."},{"issue":"7","key":"10.1016\/j.jag.2017.01.009_bib0330","doi-asserted-by":"crossref","first-page":"1421","DOI":"10.1007\/s00484-013-0743-y","article-title":"The energy\u2013water nexus: are there tradeoffs between residential energy and water consumption in arid cities?","volume":"58","author":"Ruddell","year":"2014","journal-title":"Int. J. Biometeorol."},{"issue":"7","key":"10.1016\/j.jag.2017.01.009_bib0335","doi-asserted-by":"crossref","first-page":"871","DOI":"10.1007\/s10980-005-5238-8","article-title":"Quantifying spatiotemporal patterns of urban land-use change in four cities of China with time series landscape metrics","volume":"20","author":"Seto","year":"2005","journal-title":"Landscape Ecol."},{"issue":"8","key":"10.1016\/j.jag.2017.01.009_bib0340","doi-asserted-by":"crossref","first-page":"e23777","DOI":"10.1371\/journal.pone.0023777","article-title":"A meta-analysis of global urban land expansion","volume":"6","author":"Seto","year":"2011","journal-title":"PLoS One"},{"key":"10.1016\/j.jag.2017.01.009_bib0345","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1016\/j.rse.2012.10.025","article-title":"Urban growth of the Washington, D.C.-Baltimore, MD metropolitan region from 1984 to 2010 by annual, Landsat-based estimates of impervious cover","volume":"129","author":"Sexton","year":"2013","journal-title":"Remote Sens. Environ."},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0350","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1109\/36.981354","article-title":"Analysis of interannual changes in northern vegetation activity observed in AVHRR data from 1981 to 1994","volume":"40","author":"Shabanov","year":"2002","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"10.1016\/j.jag.2017.01.009_bib0355","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.rse.2015.12.027","article-title":"Characterizing the magnitude, timing and duration of urban growth from time series of Landsat-based estimatesof impervious cover","volume":"175","author":"Song","year":"2016","journal-title":"Remote Sens. Environ."},{"issue":"2","key":"10.1016\/j.jag.2017.01.009_bib0360","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/j.agee.2003.09.011","article-title":"Land cover change and landscape fragmentation\u2014comparing the utility of continuous and discrete analyses for a western Honduras region","volume":"101","author":"Southworth","year":"2004","journal-title":"Agric. Ecosyst. Environ."},{"key":"10.1016\/j.jag.2017.01.009_bib0365","doi-asserted-by":"crossref","first-page":"1897","DOI":"10.1126\/science.260.5116.1897","article-title":"A second environmental science: human-environment interactions","volume":"260","author":"Stem","year":"1993","journal-title":"Science"},{"issue":"5","key":"10.1016\/j.jag.2017.01.009_bib0370","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1007\/s00484-006-0080-5","article-title":"A comparative study of satellite and ground-based phenology","volume":"51","author":"Studer","year":"2007","journal-title":"Int. J. Biometeorol."},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0375","doi-asserted-by":"crossref","first-page":"317","DOI":"10.1016\/j.rse.2004.12.018","article-title":"Ganges and Indus river basin land use\/land cover (LULC) and irrigated area mapping using continuous streams of MODIS data","volume":"95","author":"Thenkabail","year":"2005","journal-title":"Remote Sens. Environ."},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0380","first-page":"59","article-title":"NDVI, C3 and C4 production, and distributions in Great Plains grassland land cover classes","volume":"7","author":"Tieszen","year":"1997","journal-title":"Ecol. Appl."},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0385","doi-asserted-by":"crossref","first-page":"427","DOI":"10.1080\/014311698216071","article-title":"Biomass estimation on grazed and ungrazed rangelands using spectral indices","volume":"19","author":"Todd","year":"1998","journal-title":"Int. J. Remote Sens."},{"issue":"3\u20134","key":"10.1016\/j.jag.2017.01.009_bib0390","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1007\/BF00131534","article-title":"Effects of changing spatial scale on the analysis of landscape pattern","volume":"3","author":"Turner","year":"1989","journal-title":"Landscape Ecol."},{"issue":"14","key":"10.1016\/j.jag.2017.01.009_bib0395","doi-asserted-by":"crossref","first-page":"8080","DOI":"10.1073\/pnas.1231334100","article-title":"Illustrating the coupled human\u2013environment system for vulnerability analysis: three case studies","volume":"100","author":"Turner","year":"2003","journal-title":"Proc. Natl. Acad. Sci."},{"key":"10.1016\/j.jag.2017.01.009_bib0400","series-title":"Ranking Tables for Metropolitan Areas: 1991 and 2000, Census 2000 PHC-T-3","author":"United States Census Bureau","year":"2001"},{"key":"10.1016\/j.jag.2017.01.009_bib0405","series-title":"World Urbanization Prospects 2014: Highlights","author":"United Nations","year":"2014"},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0410","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1016\/S0034-4257(03)00079-8","article-title":"Thermal remote sensing of urban climates","volume":"86","author":"Voogt","year":"2003","journal-title":"Remote Sens. Environ."},{"issue":"5","key":"10.1016\/j.jag.2017.01.009_bib0415","doi-asserted-by":"crossref","first-page":"4473","DOI":"10.3390\/rs6054473","article-title":"Time series analysis of land cover change: developing statistical tools to determine significance of land cover changes in persistence analyses","volume":"6","author":"Waylen","year":"2014","journal-title":"Remote Sens."},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0420","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.ecocom.2010.03.002","article-title":"Quantifying spatiotemporal patterns of urbanization: the case of the two fastest growing metropolitan regions in the United States","volume":"8","author":"Wu","year":"2011","journal-title":"Ecol. Complexity"},{"issue":"1","key":"10.1016\/j.jag.2017.01.009_bib0425","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1109\/TKDE.2013.109","article-title":"Data mining with big data","volume":"26","author":"Wu","year":"2014","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"14","key":"10.1016\/j.jag.2017.01.009_bib0430","doi-asserted-by":"crossref","first-page":"4269","DOI":"10.1080\/01431160802039957","article-title":"A new index for delineating built-up land features in satellite imagery","volume":"29","author":"Xu","year":"2008","journal-title":"Int. J. Remote Sens."},{"issue":"3","key":"10.1016\/j.jag.2017.01.009_bib0435","doi-asserted-by":"crossref","first-page":"429","DOI":"10.1007\/s11252-011-0157-8","article-title":"Land fragmentation under rapid urbanization: a cross-site analysis of Southwestern cities","volume":"14","author":"York","year":"2011","journal-title":"Urban Ecosyst."},{"issue":"9","key":"10.1016\/j.jag.2017.01.009_bib0440","doi-asserted-by":"crossref","first-page":"2320","DOI":"10.1016\/j.rse.2011.04.032","article-title":"Mapping urbanization dynamics at regional and global scales using multi-temporal DMSP\/OLS nighttime light data","volume":"115","author":"Zhang","year":"2011","journal-title":"Remote Sens. Environ."},{"key":"10.1016\/j.jag.2017.01.009_bib0445","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/j.isprsjprs.2016.01.003","article-title":"Annual dynamicsof impervious surface in the Pearl River Delta, China, from 1988 to 2013, using time series Landsat imagery","volume":"113","author":"Zhang","year":"2016","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"10.1016\/j.jag.2017.01.009_bib0450","doi-asserted-by":"crossref","first-page":"104","DOI":"10.1016\/j.landurbplan.2014.07.001","article-title":"Spatial configuration of anthropogenic land cover impacts on urban warming","volume":"130","author":"Zheng","year":"2014","journal-title":"Landscape Urban Plann."},{"key":"10.1016\/j.jag.2017.01.009_bib0455","doi-asserted-by":"crossref","first-page":"136","DOI":"10.1016\/j.scitotenv.2014.04.080","article-title":"Spatiotemporal trends of terrestrial vegetation activity along the urban development intensity gradient in China's 32 major cities","volume":"488","author":"Zhou","year":"2014","journal-title":"Sci. Total Environ."},{"key":"10.1016\/j.jag.2017.01.009_bib0460","doi-asserted-by":"crossref","first-page":"83","DOI":"10.1016\/j.rse.2011.10.028","article-title":"Object-based cloud and cloud shadow detection in Landsat imagery","volume":"118","author":"Zhu","year":"2012","journal-title":"Remote Sens. Environ."}],"container-title":["International Journal of Applied Earth Observation and Geoinformation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0303243417300090?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0303243417300090?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,4]],"date-time":"2025-10-04T13:29:25Z","timestamp":1759584565000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0303243417300090"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":92,"alternative-id":["S0303243417300090"],"URL":"https:\/\/doi.org\/10.1016\/j.jag.2017.01.009","relation":{},"ISSN":["1569-8432"],"issn-type":[{"value":"1569-8432","type":"print"}],"subject":[],"published":{"date-parts":[[2017,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Time series evaluation of landscape dynamics using annual Landsat imagery and spatial statistical modeling: Evidence from the Phoenix metropolitan region","name":"articletitle","label":"Article Title"},{"value":"International Journal of Applied Earth Observation and Geoinformation","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jag.2017.01.009","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}