TeX 62.3%
Python 37.6%
1% WP23 (forecasting-architectures-quebec) -- verified references only.2% Every entry was checked on 2026-10-21 against Crossref (/works/<DOI>), the arXiv API, proceedings.neurips.cc,3% jmlr.org, RePEc or the publisher page; sources and caveats are recorded in docs/literature/references_verified.json4% and docs/literature/unverified.md. The first block (42 entries) is reused verbatim from WP225% (../sharp-hpi-quebec/paper/references.bib, verified there); the second block (110 entries) is new.6% Keys: lowercase author+year+word. natbib/aer.bst compatible; non-ASCII characters are LaTeX-escaped.78%% ===================== Block 1: entries reused from WP22 =====================910@article{caseshiller1987,11 author = {Case, Karl E. and Shiller, Robert J.},12 title = {Prices of Single-Family Homes Since 1970: New Indexes for Four Cities},13 journal = {New England Economic Review},14 year = {1987},15 pages = {45--56},16 month = {September},17 url = {https://ideas.repec.org/a/fip/fedbne/y1987isepp45-56.html}18}1920@article{caseshiller1989,21 author = {Case, Karl E. and Shiller, Robert J.},22 title = {The Efficiency of the Market for Single-Family Homes},23 journal = {American Economic Review},24 year = {1989},25 volume = {79},26 number = {1},27 pages = {125--137},28 url = {https://ideas.repec.org/a/aea/aecrev/v79y1989i1p125-37.html}29}3031@article{hollypesaran2010,32 author = {Holly, Sean and Pesaran, M. Hashem and Yamagata, Takashi},33 title = {A spatio-temporal model of house prices in the {USA}},34 journal = {Journal of Econometrics},35 year = {2010},36 volume = {158},37 number = {1},38 pages = {160--173},39 doi = {10.1016/j.jeconom.2010.03.040}40}4142@article{pace2000spatiotemporal,43 author = {Pace, R. Kelley and Barry, Ronald and Gilley, Otis W. and Sirmans, C. F.},44 title = {A method for spatial--temporal forecasting with an application to real estate prices},45 journal = {International Journal of Forecasting},46 year = {2000},47 volume = {16},48 number = {2},49 pages = {229--246},50 doi = {10.1016/s0169-2070(99)00047-3}51}5253@book{anselin1988,54 author = {Anselin, Luc},55 title = {Spatial Econometrics: Methods and Models},56 year = {1988},57 publisher = {Kluwer Academic Publishers},58 doi = {10.1007/978-94-015-7799-1}59}6061@article{kelejianprucha2010,62 author = {Kelejian, Harry H. and Prucha, Ingmar R.},63 title = {Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances},64 journal = {Journal of Econometrics},65 year = {2010},66 volume = {157},67 number = {1},68 pages = {53--67},69 doi = {10.1016/j.jeconom.2009.10.025}70}7172@book{lesagepace2009,73 author = {LeSage, James and Pace, Robert Kelley},74 title = {Introduction to Spatial Econometrics},75 year = {2009},76 publisher = {Chapman and Hall/CRC},77 doi = {10.1201/9781420064254}78}7980@article{hyndman2011hierarchical,81 author = {Hyndman, Rob J. and Ahmed, Roman A. and Athanasopoulos, George and Shang, Han Lin},82 title = {Optimal combination forecasts for hierarchical time series},83 journal = {Computational Statistics \& Data Analysis},84 year = {2011},85 volume = {55},86 number = {9},87 pages = {2579--2589},88 doi = {10.1016/j.csda.2011.03.006}89}9091@article{wickramasuriya2019mint,92 author = {Wickramasuriya, Shanika L. and Athanasopoulos, George and Hyndman, Rob J.},93 title = {Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization},94 journal = {Journal of the American Statistical Association},95 year = {2019},96 volume = {114},97 number = {526},98 pages = {804--819},99 doi = {10.1080/01621459.2018.1448825}100}101102@article{athanasopoulos2024reconciliation,103 author = {Athanasopoulos, George and Hyndman, Rob J. and Kourentzes, Nikolaos and Panagiotelis, Anastasios},104 title = {Forecast reconciliation: A review},105 journal = {International Journal of Forecasting},106 year = {2024},107 volume = {40},108 number = {2},109 pages = {430--456},110 doi = {10.1016/j.ijforecast.2023.10.010}111}112113@book{durbinkoopman2012,114 author = {Durbin, James and Koopman, Siem Jan},115 title = {Time Series Analysis by State Space Methods},116 year = {2012},117 publisher = {Oxford University Press},118 edition = {2},119 doi = {10.1093/acprof:oso/9780199641178.001.0001}120}121122@book{harvey1989,123 author = {Harvey, Andrew C.},124 title = {Forecasting, Structural Time Series Models and the {Kalman} Filter},125 year = {1989},126 publisher = {Cambridge University Press},127 doi = {10.1017/CBO9781107049994}128}129130@article{kalman1960,131 author = {Kalman, R. E.},132 title = {A New Approach to Linear Filtering and Prediction Problems},133 journal = {Journal of Basic Engineering},134 year = {1960},135 volume = {82},136 number = {1},137 pages = {35--45},138 doi = {10.1115/1.3662552}139}140141@inproceedings{ke2017lightgbm,142 author = {Ke, Guolin and Meng, Qi and Finley, Thomas and Wang, Taifeng and Chen, Wei and Ma, Weidong and Ye, Qiwei and Liu, Tie-Yan},143 title = {LightGBM: A Highly Efficient Gradient Boosting Decision Tree},144 booktitle = {Advances in Neural Information Processing Systems 30 (NIPS 2017)},145 year = {2017},146 pages = {3146--3154},147 url = {https://proceedings.neurips.cc/paper/2017/hash/6449f44a102fde848669bdd9eb6b76fa-Abstract.html}148}149150@article{gatzlaffhaurin1997,151 author = {Gatzlaff, Dean H. and Haurin, Donald R.},152 title = {Sample Selection Bias and Repeat-Sales Index Estimates},153 journal = {The Journal of Real Estate Finance and Economics},154 year = {1997},155 volume = {14},156 number = {1-2},157 pages = {33--50},158 doi = {10.1023/a:1007763816289}159}160161@article{gatzlaffhaurin1998,162 author = {Gatzlaff, Dean H. and Haurin, Donald R.},163 title = {Sample Selection and Biases in Local House Value Indices},164 journal = {Journal of Urban Economics},165 year = {1998},166 volume = {43},167 number = {2},168 pages = {199--222},169 doi = {10.1006/juec.1997.2045}170}171172@article{hwangquigley2004,173 author = {Hwang, Min and Quigley, John M.},174 title = {Selectivity, Quality Adjustment and Mean Reversion in the Measurement of House Values},175 journal = {The Journal of Real Estate Finance and Economics},176 year = {2004},177 volume = {28},178 number = {2-3},179 pages = {161--178},180 doi = {10.1023/b:real.0000011152.40485.12}181}182183@article{clapp1991alltransactions,184 author = {Clapp, John M. and Giaccotto, Carmelo and Tirtiroglu, Dogan},185 title = {Housing Price Indices Based on All Transactions Compared to Repeat Subsamples},186 journal = {Real Estate Economics},187 year = {1991},188 volume = {19},189 number = {3},190 pages = {270--285},191 doi = {10.1111/1540-6229.00553}192}193194@book{gelmanhill2007,195 author = {Gelman, Andrew and Hill, Jennifer},196 title = {Data Analysis Using Regression and {Multilevel/Hierarchical} Models},197 year = {2007},198 publisher = {Cambridge University Press},199 doi = {10.1017/CBO9780511790942}200}201202@article{gelman2006prior,203 author = {Gelman, Andrew},204 title = {Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)},205 journal = {Bayesian Analysis},206 year = {2006},207 volume = {1},208 number = {3},209 pages = {515--534},210 doi = {10.1214/06-ba117a}211}212213@article{rosen1974,214 author = {Rosen, Sherwin},215 title = {Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition},216 journal = {Journal of Political Economy},217 year = {1974},218 volume = {82},219 number = {1},220 pages = {34--55},221 doi = {10.1086/260169}222}223224@article{francke2017hierarchical,225 author = {Francke, Marc K. and van de Minne, Alex},226 title = {The Hierarchical Repeat Sales Model for Granular Commercial Real Estate and Residential Price Indices},227 journal = {The Journal of Real Estate Finance and Economics},228 year = {2017},229 volume = {55},230 number = {4},231 pages = {511--532},232 doi = {10.1007/s11146-017-9632-1}233}234235@article{francke2010thin,236 author = {Francke, Marc K.},237 title = {Repeat Sales Index for Thin Markets},238 journal = {The Journal of Real Estate Finance and Economics},239 year = {2010},240 volume = {41},241 number = {1},242 pages = {24--52},243 doi = {10.1007/s11146-009-9203-1}244}245246@article{francke2021heterogeneity,247 author = {Francke, Marc and van de Minne, Alex},248 title = {Modeling unobserved heterogeneity in hedonic price models},249 journal = {Real Estate Economics},250 year = {2021},251 volume = {49},252 number = {4},253 pages = {1315--1339},254 doi = {10.1111/1540-6229.12320}255}256257@article{bailey1963,258 author = {Bailey, Martin J. and Muth, Richard F. and Nourse, Hugh O.},259 title = {A Regression Method for Real Estate Price Index Construction},260 journal = {Journal of the American Statistical Association},261 year = {1963},262 volume = {58},263 number = {304},264 pages = {933--942},265 doi = {10.1080/01621459.1963.10480679}266}267268@article{goetzmann1992,269 author = {Goetzmann, William Nelson},270 title = {The accuracy of real estate indices: Repeat sale estimators},271 journal = {The Journal of Real Estate Finance and Economics},272 year = {1992},273 volume = {5},274 number = {1},275 pages = {5--53},276 doi = {10.1007/bf00153997}277}278279@article{clappgiaccotto1992,280 author = {Clapp, John M. and Giaccotto, Carmelo},281 title = {Estimating Price Indices for Residential Property: A Comparison of Repeat Sales and Assessed Value Methods},282 journal = {Journal of the American Statistical Association},283 year = {1992},284 volume = {87},285 number = {418},286 pages = {300--306},287 doi = {10.1080/01621459.1992.10475209}288}289290@article{bourassa2006simple,291 author = {Bourassa, Steven C. and Hoesli, Martin and Sun, Jian},292 title = {A simple alternative house price index method},293 journal = {Journal of Housing Economics},294 year = {2006},295 volume = {15},296 number = {1},297 pages = {80--97},298 doi = {10.1016/j.jhe.2006.03.001}299}300301@book{wood2017gam,302 author = {Wood, Simon N.},303 title = {Generalized Additive Models},304 year = {2017},305 publisher = {Chapman and Hall/CRC},306 edition = {2},307 doi = {10.1201/9781315370279}308}309310@article{chernozhukov2018dml,311 author = {Chernozhukov, Victor and Chetverikov, Denis and Demirer, Mert and Duflo, Esther and Hansen, Christian and Newey, Whitney and Robins, James},312 title = {Double/debiased machine learning for treatment and structural parameters},313 journal = {The Econometrics Journal},314 year = {2018},315 volume = {21},316 number = {1},317 pages = {C1-C68},318 doi = {10.1111/ectj.12097}319}320321@article{hill2013survey,322 author = {Hill, Robert J.},323 title = {Hedonic Price Indexes for Residential Housing: A Survey, Evaluation and Taxonomy},324 journal = {Journal of Economic Surveys},325 year = {2013},326 volume = {27},327 number = {5},328 pages = {879--914},329 doi = {10.1111/j.1467-6419.2012.00731.x}330}331332@article{hill2026survey,333 author = {Hill, Robert J. and Steurer, Miriam},334 title = {Real Estate Price Measurement Since the Global Financial Crisis: Methods, Data and Policy Developments},335 journal = {Review of Income and Wealth},336 year = {2026},337 volume = {72},338 number = {1},339 doi = {10.1111/roiw.70055},340 note = {Article e70055}341}342343@book{eurostat2013handbook,344 author = {{Eurostat} and {ILO} and {IMF} and {OECD} and {UNECE} and {World Bank}},345 title = {Handbook on Residential Property Price Indices ({RPPIs})},346 year = {2013},347 publisher = {OECD Publishing / Eurostat},348 doi = {10.1787/9789264197183-en}349}350351@article{nagaraja2011autoregressive,352 author = {Nagaraja, Chaitra H. and Brown, Lawrence D. and Zhao, Linda H.},353 title = {An autoregressive approach to house price modeling},354 journal = {The Annals of Applied Statistics},355 year = {2011},356 volume = {5},357 number = {1},358 pages = {124--149},359 doi = {10.1214/10-aoas380}360}361362@article{bogin2019local,363 author = {Bogin, Alexander and Doerner, William and Larson, William},364 title = {Local House Price Dynamics: New Indices and Stylized Facts},365 journal = {Real Estate Economics},366 year = {2019},367 volume = {47},368 number = {2},369 pages = {365--398},370 doi = {10.1111/1540-6229.12233}371}372373@article{mcmillen2012matching,374 author = {McMillen, Daniel P.},375 title = {Repeat Sales as a Matching Estimator},376 journal = {Real Estate Economics},377 year = {2012},378 volume = {40},379 number = {4},380 pages = {745--773},381 doi = {10.1111/j.1540-6229.2012.00343.x}382}383384@article{fayherriot1979,385 author = {Fay, Robert E. and Herriot, Roger A.},386 title = {Estimates of Income for Small Places: An Application of {James-Stein} Procedures to Census Data},387 journal = {Journal of the American Statistical Association},388 year = {1979},389 volume = {74},390 number = {366},391 pages = {269--277},392 doi = {10.1080/01621459.1979.10482505}393}394395@article{efronmorris1973,396 author = {Efron, Bradley and Morris, Carl},397 title = {Stein's Estimation Rule and its Competitors---An Empirical {Bayes} Approach},398 journal = {Journal of the American Statistical Association},399 year = {1973},400 volume = {68},401 number = {341},402 pages = {117--130},403 doi = {10.1080/01621459.1973.10481350}404}405406@article{francke2022daily,407 author = {Francke, Marc and van de Minne, Alex},408 title = {Daily appraisal of commercial real estate a new mixed frequency approach},409 journal = {Real Estate Economics},410 year = {2022},411 volume = {50},412 number = {5},413 pages = {1257--1281},414 doi = {10.1111/1540-6229.12378}415}416417@article{francke2025censustract,418 author = {Francke, Marc and Rolheiser, Lyndsey and van de Minne, Alex},419 title = {Estimating Census Tract House Price Indexes: A New Spatial Dynamic Factor Approach},420 journal = {The Journal of Real Estate Finance and Economics},421 year = {2025},422 volume = {70},423 number = {3},424 pages = {483--514},425 doi = {10.1007/s11146-023-09957-w}426}427428@article{dattalahiri2000,429 author = {Datta, Gauri Sankar and Lahiri, Partha},430 title = {A Unified Measure of Uncertainty of Estimated Best Linear Unbiased Predictors in Small Area Estimation Problems},431 journal = {Statistica Sinica},432 year = {2000},433 volume = {10},434 number = {2},435 pages = {613--627},436 url = {https://www3.stat.sinica.edu.tw/statistica/J10n2/j10n214/j10n214.htm}437}438439@article{pfeffermann2013sae,440 author = {Pfeffermann, Danny},441 title = {New Important Developments in Small Area Estimation},442 journal = {Statistical Science},443 year = {2013},444 volume = {28},445 number = {1},446 pages = {40--68},447 doi = {10.1214/12-sts395}448}449450%% ===================== Block 2: new entries verified for WP23 =====================451452@article{rapachstrauss2009,453 author = {Rapach, David E. and Strauss, Jack K.},454 title = {Differences in housing price forecastability across US states},455 journal = {International Journal of Forecasting},456 year = {2009},457 volume = {25},458 number = {2},459 pages = {351--372},460 doi = {10.1016/j.ijforecast.2009.01.009}461}462463@article{borkmoller2015,464 author = {Bork, Lasse and M{\o}ller, Stig V.},465 title = {Forecasting house prices in the 50 states using Dynamic Model Averaging and Dynamic Model Selection},466 journal = {International Journal of Forecasting},467 year = {2015},468 volume = {31},469 number = {1},470 pages = {63--78},471 doi = {10.1016/j.ijforecast.2014.05.005}472}473474@incollection{ghysels2013forecasting,475 author = {Ghysels, Eric and Plazzi, Alberto and Valkanov, Rossen and Torous, Walter},476 editor = {Elliott, Graham and Timmermann, Allan},477 title = {Forecasting Real Estate Prices},478 booktitle = {Handbook of Economic Forecasting, Volume 2A},479 year = {2013},480 volume = {2},481 pages = {509--580},482 publisher = {Elsevier},483 doi = {10.1016/b978-0-444-53683-9.00009-8}484}485486@article{gupta2011forecasting,487 author = {Gupta, Rangan and Kabundi, Alain and Miller, Stephen M.},488 title = {Forecasting the US real house price index: Structural and non-structural models with and without fundamentals},489 journal = {Economic Modelling},490 year = {2011},491 volume = {28},492 number = {4},493 pages = {2013--2021},494 doi = {10.1016/j.econmod.2011.04.005}495}496497@article{gupta2011large,498 author = {Gupta, Rangan and Kabundi, Alain and Miller, Stephen},499 title = {Using Large Data Sets to Forecast House Prices: A Case Study of Twenty U.S. States},500 journal = {Journal of Housing Research},501 year = {2011},502 volume = {20},503 number = {2},504 pages = {161--190},505 doi = {10.1080/10835547.2011.12092042}506}507508@article{plakandaras2015forecasting,509 author = {Plakandaras, Vasilios and Gupta, Rangan and Gogas, Periklis and Papadimitriou, Theophilos},510 title = {Forecasting the U.S. real house price index},511 journal = {Economic Modelling},512 year = {2015},513 volume = {45},514 pages = {259--267},515 doi = {10.1016/j.econmod.2014.10.050}516}517518@article{milunovich2020forecasting,519 author = {Milunovich, George},520 title = {Forecasting Australia's real house price index: A comparison of time series and machine learning methods},521 journal = {Journal of Forecasting},522 year = {2020},523 volume = {39},524 number = {7},525 pages = {1098--1118},526 doi = {10.1002/for.2678}527}528529@article{kouwenbergzwinkels2014,530 author = {Kouwenberg, Roy and Zwinkels, Remco},531 title = {Forecasting the US housing market},532 journal = {International Journal of Forecasting},533 year = {2014},534 volume = {30},535 number = {3},536 pages = {415--425},537 doi = {10.1016/j.ijforecast.2013.12.010}538}539540@article{caseshiller1990forecasting,541 author = {Case, Karl E. and Shiller, Robert J.},542 title = {Forecasting Prices and Excess Returns in the Housing Market},543 journal = {Real Estate Economics},544 year = {1990},545 volume = {18},546 number = {3},547 pages = {253--273},548 doi = {10.1111/1540-6229.00521}549}550551@article{xuzhang2022hpi,552 author = {Xu, Xiaojie and Zhang, Yun},553 title = {Residential housing price index forecasting via neural networks},554 journal = {Neural Computing and Applications},555 year = {2022},556 volume = {34},557 number = {17},558 pages = {14763--14776},559 doi = {10.1007/s00521-022-07309-y}560}561562@article{yeo2025deepdfvar,563 author = {Yeo, Jisu and Stitsyuk, Artyom and Choi, Jaesik},564 title = {Deep-DFVAR: Dynamic factor vector autoregression with deep learning for regional house price index forecasting},565 journal = {Neurocomputing},566 year = {2025},567 volume = {656},568 pages = {131103},569 doi = {10.1016/j.neucom.2025.131103}570}571572@article{bourassa2010spatial,573 author = {Bourassa, Steven and Cantoni, Eva and Hoesli, Martin},574 title = {Predicting House Prices with Spatial Dependence: A Comparison of Alternative Methods},575 journal = {Journal of Real Estate Research},576 year = {2010},577 volume = {32},578 number = {2},579 pages = {139--160},580 doi = {10.1080/10835547.2010.12091276}581}582583@article{pacehayunga2020residuals,584 author = {Pace, R. Kelley and Hayunga, Darren},585 title = {Examining the Information Content of Residuals from Hedonic and Spatial Models Using Trees and Forests},586 journal = {The Journal of Real Estate Finance and Economics},587 year = {2020},588 volume = {60},589 number = {1-2},590 pages = {170--180},591 doi = {10.1007/s11146-019-09724-w}592}593594@article{mayer2019updating,595 author = {Mayer, Michael and Bourassa, Steven C. and Hoesli, Martin and Scognamiglio, Donato},596 title = {Estimation and updating methods for hedonic valuation},597 journal = {Journal of European Real Estate Research},598 year = {2019},599 volume = {12},600 number = {1},601 pages = {134--150},602 doi = {10.1108/jerer-08-2018-0035}603}604605@article{hu2019rental,606 author = {Hu, Lirong and He, Shenjing and Han, Zixuan and Xiao, He and Su, Shiliang and Weng, Min and Cai, Zhongliang},607 title = {Monitoring housing rental prices based on social media: An integrated approach of machine-learning algorithms and hedonic modeling to inform equitable housing policies},608 journal = {Land Use Policy},609 year = {2019},610 volume = {82},611 pages = {657--673},612 doi = {10.1016/j.landusepol.2018.12.030}613}614615@article{kok2017bigdata,616 author = {Kok, Nils and Koponen, Eija-Leena and Mart{\'{\i}}nez-Barbosa, Carmen Adriana},617 title = {Big Data in Real Estate? From Manual Appraisal to Automated Valuation},618 journal = {The Journal of Portfolio Management},619 year = {2017},620 volume = {43},621 number = {6},622 pages = {202--211},623 doi = {10.3905/jpm.2017.43.6.202}624}625626@article{baldominos2018opportunities,627 author = {Baldominos, Alejandro and Blanco, Iv{\'a}n and Moreno, Antonio Jos{\'e} and Iturrarte, Rub{\'e}n and Bern{\'a}rdez, {\'O}scar and Afonso, Carlos},628 title = {Identifying Real Estate Opportunities Using Machine Learning},629 journal = {Applied Sciences},630 year = {2018},631 volume = {8},632 number = {11},633 pages = {2321},634 doi = {10.3390/app8112321}635}636637@article{hong2020randomforest,638 author = {Hong, Jengei and Choi, Heeyoul and Kim, Woo-sung},639 title = {A house price valuation based on the random forest approach: The mass appraisal of residential property in South Korea},640 journal = {International Journal of Strategic Property Management},641 year = {2020},642 volume = {24},643 number = {3},644 pages = {140--152},645 doi = {10.3846/ijspm.2020.11544}646}647648@article{lorenz2023interpretable,649 author = {Lorenz, Felix and Willwersch, Jonas and Cajias, Marcelo and Fuerst, Franz},650 title = {Interpretable machine learning for real estate market analysis},651 journal = {Real Estate Economics},652 year = {2023},653 volume = {51},654 number = {5},655 pages = {1178--1208},656 doi = {10.1111/1540-6229.12397}657}658659@article{lenaers2023xai,660 author = {Lenaers, Ian and De Moor, Lieven},661 title = {Exploring XAI techniques for enhancing model transparency and interpretability in real estate rent prediction: A comparative study},662 journal = {Finance Research Letters},663 year = {2023},664 volume = {58},665 pages = {104306},666 doi = {10.1016/j.frl.2023.104306}667}668669@article{deppnercajias2024spatialcv,670 author = {Deppner, Juergen and Cajias, Marcelo},671 title = {Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach},672 journal = {The Journal of Real Estate Finance and Economics},673 year = {2024},674 volume = {68},675 number = {2},676 pages = {235--273},677 doi = {10.1007/s11146-022-09915-y}678}679680@article{boginshui2020rural,681 author = {Bogin, Alexander N. and Shui, Jessica},682 title = {Appraisal Accuracy and Automated Valuation Models in Rural Areas},683 journal = {The Journal of Real Estate Finance and Economics},684 year = {2020},685 volume = {60},686 number = {1-2},687 pages = {40--52},688 doi = {10.1007/s11146-019-09712-0}689}690691@article{kang2021appreciation,692 author = {Kang, Yuhao and Zhang, Fan and Peng, Wenzhe and Gao, Song and Rao, Jinmeng and Duarte, Fabio and Ratti, Carlo},693 title = {Understanding house price appreciation using multi-source big geo-data and machine learning},694 journal = {Land Use Policy},695 year = {2021},696 volume = {111},697 pages = {104919},698 doi = {10.1016/j.landusepol.2020.104919}699}700701@article{pace1998spatiotemporal,702 author = {Pace, R. 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