{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T15:09:39Z","timestamp":1780931379657,"version":"3.54.1"},"reference-count":106,"publisher":"Public Library of Science (PLoS)","issue":"6","license":[{"start":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T00:00:00Z","timestamp":1656547200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001711","name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","doi-asserted-by":"publisher","award":["3100-59088; 31003A-110250"],"award-info":[{"award-number":["3100-59088; 31003A-110250"]}],"id":[{"id":"10.13039\/501100001711","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"abstract":"<jats:p>\n                    Time-series data offer a way of investigating the causes driving ecological processes as phenomena. To test for possible differences in water relations between species of different forest structural guilds at Danum (Sabah, NE Borneo), daily stem girth increments (\n                    <jats:italic>gthi<\/jats:italic>\n                    ), of 18 trees across six species were regressed individually on soil moisture potential (SMP) and temperature (TEMP), accounting for temporal autocorrelation (in GLS-arima models), and compared between a wet and a dry period. The best-fitting significant variables were SMP the day before and TEMP the same day. The first resulted in a mix of positive and negative coefficients, the second largely positive ones. An adjustment for dry-period showers was applied. Interactions were stronger in dry than wet period. Negative relationships for overstorey trees can be interpreted in a reversed causal sense: fast transporting stems depleted soil water and lowered SMP. Positive relationships for understorey trees meant they took up most water at high SMP. The unexpected negative relationships for these small trees may have been due to their roots accessing deeper water supplies (if SMP was inversely related to that of the surface layer), and this was influenced by competition with larger neighbour trees. A tree-soil flux dynamics manifold may have been operating. Patterns of mean diurnal girth variation were more consistent among species, and time-series coefficients were negatively related to their maxima. Expected differences in response to SMP in the wet and dry periods did not clearly support a previous hypothesis differentiating drought and non-drought tolerant understorey guilds. Trees within species showed highly individual responses when tree size was standardized. Data on individual root systems and SMP at several depths are needed to get closer to the mechanisms that underlie the tree-soil water phenomena in these tropical forests. Neighborhood stochasticity importantly creates varying local environments experienced by individual trees.\n                  <\/jats:p>","DOI":"10.1371\/journal.pone.0270140","type":"journal-article","created":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T13:27:35Z","timestamp":1656595655000},"page":"e0270140","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":2,"title":["Stem girth changes in response to soil water potential in lowland dipterocarp forest in Borneo: An individualistic time-series analysis"],"prefix":"10.1371","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0307-3489","authenticated-orcid":true,"given":"David M.","family":"Newbery","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcus","family":"Lingenfelder","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2022,6,30]]},"reference":[{"key":"pone.0270140.ref001","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1017\/S0266467402002146","article-title":"Effects of the 1997\u201398 El Nino drought on rain forests of Mount Kinabalu, Borneo","volume":"18","author":"SI Aiba","year":"2002","journal-title":"Journal of Tropical Ecology"},{"issue":"1","key":"pone.0270140.ref002","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1007\/PL00012017","article-title":"Drought and the consequences of El Nino in Borneo: a case study of figs","volume":"43","author":"RD Harrison","year":"2001","journal-title":"Popul Ecol"},{"issue":"5","key":"pone.0270140.ref003","doi-asserted-by":"crossref","first-page":"606","DOI":"10.1111\/j.1744-7429.2012.00867.x","article-title":"The effect of habitat association and edaphic conditions on tree mortality during El Nino-induced drought in a Bornean dipterocarp forest","volume":"44","author":"A Itoh","year":"2012","journal-title":"Biotropica"},{"key":"pone.0270140.ref004","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1017\/S0266467400001450","article-title":"Impact of severe drought associated with the 1997\u20131998 El Nino in a tropical forest in Sarawak","volume":"16","author":"M Nakagawa","year":"2000","journal-title":"Journal of Tropical Ecology"},{"issue":"3","key":"pone.0270140.ref005","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1046\/j.1365-2745.2003.00779.x","article-title":"Drought in a Bornean everwet rain forest","volume":"91","author":"MD Potts","year":"2003","journal-title":"Journal of Ecology"},{"issue":"1","key":"pone.0270140.ref006","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1111\/j.1365-2745.2004.00954.x","article-title":"Drought, fire and tree survival in a Borneo rain forest, East Kalimantan, Indonesia","volume":"93","author":"MGL Van Nieuwstadt","year":"2005","journal-title":"Journal of Ecology"},{"issue":"7","key":"pone.0270140.ref007","doi-asserted-by":"crossref","first-page":"1316","DOI":"10.1016\/j.foreco.2009.06.035","article-title":"Co-occurring tree species show contrasting sensitivity to ENSO-related droughts in planted dipterocarp forests","volume":"258","author":"G Vincent","year":"2009","journal-title":"Forest Ecology and Management"},{"key":"pone.0270140.ref008","doi-asserted-by":"crossref","first-page":"385","DOI":"10.1017\/S0266467400009585","article-title":"Drought frequency changes in Sabah and adjacent parts of northern Borneo since the late nineteenth century and possible implications for tropical rain forest dynamics","volume":"12","author":"RPD Walsh","year":"1996","journal-title":"Journal of Tropical Ecology"},{"issue":"1391","key":"pone.0270140.ref009","doi-asserted-by":"crossref","first-page":"1869","DOI":"10.1098\/rstb.1999.0528","article-title":"The ecoclimatology of Danum, Sabah, in the context of the world\u2019s rainforest regions, with particular reference to dry periods and their impact","volume":"354","author":"RPD Walsh","year":"1999","journal-title":"Philosophical Transactions of the Royal Society B-Biological Sciences"},{"issue":"6017","key":"pone.0270140.ref010","doi-asserted-by":"crossref","first-page":"554","DOI":"10.1126\/science.1200807","article-title":"The 2010 Amazon Drought","volume":"331","author":"SL Lewis","year":"2011","journal-title":"Science"},{"issue":"5919","key":"pone.0270140.ref011","doi-asserted-by":"crossref","first-page":"1344","DOI":"10.1126\/science.1164033","article-title":"Drought Sensitivity of the Amazon Rainforest","volume":"323","author":"OL Phillips","year":"2009","journal-title":"Science"},{"issue":"1","key":"pone.0270140.ref012","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1007\/s11258-008-9568-x","article-title":"On the detection of dynamic responses in a drought-perturbed tropical rainforest in Borneo","volume":"201","author":"M Lingenfelder","year":"2009","journal-title":"Plant Ecology"},{"issue":"1275","key":"pone.0270140.ref013","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1098\/rstb.1992.0026","article-title":"Primary lowland dipterocarp forest at Danum Valley, Sabah, Malaysia: structure, relative abundance and family composition","volume":"335","author":"DM Newbery","year":"1992","journal-title":"Philosophical Transactions of the Royal Society of London Series B-Biological Sciences"},{"issue":"2","key":"pone.0270140.ref014","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1007\/BF00044700","article-title":"Primary lowland dipterocarp forest at Danum Valley, Sabah, Malaysia. 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Sheil","year":"2003","journal-title":"Canadian Journal of Forest Research"},{"key":"pone.0270140.ref036","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1017\/S0266467410000155","article-title":"Seasonal variation in atmospheric relative humidity contributes to explaining seasonal variation in trunk circumference of tropical rain-forest trees in French Guiana","volume":"26","author":"C Stahl","year":"2010","journal-title":"Journal of Tropical Ecology"},{"issue":"2","key":"pone.0270140.ref037","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1016\/j.dendro.2009.06.008","article-title":"The use of precision dendrometers in research on daily stem size and wood property variation: A review","volume":"27","author":"DM Drew","year":"2009","journal-title":"Dendrochronologia"},{"issue":"12","key":"pone.0270140.ref038","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pone.0169020","article-title":"Tree Circumference Dynamics in Four Forests Characterized Using Automated Dendrometer Bands","volume":"11","author":"V Herrmann","year":"2016","journal-title":"Plos One"},{"issue":"2","key":"pone.0270140.ref039","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1111\/pce.12863","article-title":"An empirical method that separates irreversible stem radial growth from bark water content changes in trees: theory and case studies","volume":"40","author":"M Mencuccini","year":"2017","journal-title":"Plant Cell and Environment"},{"key":"pone.0270140.ref040","doi-asserted-by":"crossref","DOI":"10.1016\/j.agrformet.2020.108026","article-title":"Hygroscopic properties of thin dead outer bark layers strongly influence stem diameter variations on short and long time scales in Scots pine (Pinus sylvestris L.)","volume":"290","author":"W Oberhuber","year":"2020","journal-title":"Agricultural and Forest Meteorology"},{"issue":"3","key":"pone.0270140.ref041","doi-asserted-by":"crossref","first-page":"831","DOI":"10.1007\/s00468-021-02084-0","article-title":"Hygroscopic contributions to bark water storage and controls exerted by internal bark structure over water vapor absorption","volume":"35","author":"A Ilek","year":"2021","journal-title":"Trees-Structure and Function"},{"key":"pone.0270140.ref042","volume-title":"Part 2: Statistics","author":"RW Payne","year":"2011"},{"key":"pone.0270140.ref043","unstructured":"R_Core_Team. R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2017"},{"key":"pone.0270140.ref044","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-24277-4","volume-title":"ggplot2: elegant graphics for data analysis","author":"H. Whickam","year":"2016"},{"key":"pone.0270140.ref045","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21706-2","volume-title":"Modern applied statistics with S","author":"WN Venables","year":"2002","edition":"4"},{"key":"pone.0270140.ref046","volume-title":"Data analysis and graphics using R","author":"J Maindonald","year":"2010"},{"issue":"6","key":"pone.0270140.ref047","doi-asserted-by":"crossref","DOI":"10.18637\/jss.v014.i06","article-title":"zoo: S3 infrastructure for regular and irregular time series","volume":"14","author":"A Zeileis","year":"2005","journal-title":"Journal of Statistical Software"},{"key":"pone.0270140.ref048","doi-asserted-by":"crossref","DOI":"10.1007\/b97391","volume-title":"Introduction to time series and forecasting","author":"PJ Brockwell","year":"2002","edition":"2"},{"key":"pone.0270140.ref049","volume-title":"The analysis of time series","author":"C. Chatfield","year":"2004"},{"issue":"3","key":"pone.0270140.ref050","doi-asserted-by":"crossref","first-page":"1","DOI":"10.18637\/jss.v027.i03","article-title":"Automatic time series forecasting: The forecast package for R","volume":"27","author":"RJ Hyndman","year":"2008","journal-title":"Journal of Statistical Software"},{"key":"pone.0270140.ref051","volume-title":"Applied regression analysis and generalized linear models","author":"J. Fox","year":"2008","edition":"2"},{"key":"pone.0270140.ref052","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4419-0318-1","volume-title":"Mixed-effects models in S and S-plus","author":"JC Pinheiro","year":"2000"},{"key":"pone.0270140.ref053","volume-title":"An R companion to Applied Regresson","author":"J Fox","year":"2011","edition":"2"},{"key":"pone.0270140.ref054","unstructured":"Pinheiro JC, Bates DM, Sarkar D, R_Development_Core_Team. nlme: linear and nonlinear mixed effects models. R package version 3.1\u2013108. 2013."},{"key":"pone.0270140.ref055","volume-title":"Applied economic time series","author":"W. Enders","year":"2015","edition":"4"},{"key":"pone.0270140.ref056","volume-title":"Applied statistics: from bivariate through multivariate techniques","author":"RM Warner","year":"2013"},{"key":"pone.0270140.ref057","volume-title":"Multiple regression: testing and interpreting interactions","author":"LS Aiken","year":"1991"},{"issue":"3","key":"pone.0270140.ref058","doi-asserted-by":"crossref","first-page":"424","DOI":"10.2307\/1912791","article-title":"Investigating causal relations by economic models and cross-spectral methods","volume":"37","author":"CWJ Granger","year":"1969","journal-title":"Econometrica"},{"issue":"5","key":"pone.0270140.ref059","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1093\/forestry\/77.5.431","article-title":"A new girth band for measuring stem diameter changes","volume":"77","author":"E Pesonen","year":"2004","journal-title":"Forestry"},{"issue":"6","key":"pone.0270140.ref060","doi-asserted-by":"crossref","first-page":"731","DOI":"10.13031\/2013.25361","article-title":"New automatic band and point dendrometers for measuring stem diameter growth","volume":"24","author":"J Wang","year":"2008","journal-title":"Applied Engineering in Agriculture"},{"issue":"5","key":"pone.0270140.ref061","first-page":"437","article-title":"Determination of thermal expansion of green wood and the accuracy of tree stem diameter variation measurements","volume":"10","author":"S Sevanto","year":"2005","journal-title":"Boreal Environment Research"},{"issue":"3","key":"pone.0270140.ref062","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1007\/s11284-016-1345-z","article-title":"Neighbourhood abundance and small-tree survival in a lowland Bornean rainforest","volume":"31","author":"DM Newbery","year":"2016","journal-title":"Ecological Research"},{"key":"pone.0270140.ref063","volume-title":"The tropical rain forest","author":"PW Richards","year":"1998","edition":"2"},{"key":"pone.0270140.ref064","volume-title":"Structural patterns of tropical barks","author":"I. Roth","year":"1981"},{"issue":"2","key":"pone.0270140.ref065","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1046\/j.1365-2435.1998.00191.x","article-title":"Variation in bark thickness in a tropical forest community of Western Ghats in India","volume":"12","author":"V Hegde","year":"1998","journal-title":"Functional Ecology"},{"issue":"6","key":"pone.0270140.ref066","doi-asserted-by":"crossref","first-page":"1202","DOI":"10.1111\/j.1365-2435.2010.01736.x","article-title":"Functional explanations for variation in bark thickness in tropical rain forest trees","volume":"24","author":"CET Paine","year":"2010","journal-title":"Functional Ecology"},{"issue":"1","key":"pone.0270140.ref067","doi-asserted-by":"crossref","first-page":"232","DOI":"10.1111\/1365-2435.12158","article-title":"Bark traits and life-history strategies of tropical dry- and moist forest trees","volume":"28","author":"L Poorter","year":"2014","journal-title":"Functional Ecology"},{"issue":"1","key":"pone.0270140.ref068","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1111\/nph.13889","article-title":"Bark thickness across the angiosperms: more than just fire","volume":"211","author":"JA Rosell","year":"2016","journal-title":"New Phytologist"},{"key":"pone.0270140.ref069","doi-asserted-by":"crossref","DOI":"10.1002\/0470047380","volume-title":"Esau\u2019s Plant Anatomy","author":"R Evert","year":"2006","edition":"3"},{"issue":"2","key":"pone.0270140.ref070","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1093\/treephys\/25.2.147","article-title":"Modeling tree water deficit from microclimate: an approach to quantifying drought stress","volume":"25","author":"R Zweifel","year":"2005","journal-title":"Tree Physiology"},{"key":"pone.0270140.ref071","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511790522","volume-title":"Trees: their natural history","author":"PA Thomas","year":"2000","edition":"2"},{"key":"pone.0270140.ref072","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1111\/j.1469-8137.1962.tb06288.x","article-title":"Studies in systematic bark morphology. I bark morphology in Dipterocarpaceae","volume":"61","author":"TC Whitmore","year":"1962","journal-title":"New Phytologist"},{"key":"pone.0270140.ref073","first-page":"89","article-title":"Signification \u00e9cologique des variations microclimatiques verticales dan la f\u00f4ret sempervirente de basse C\u00f4te d\u2019Ivoire","volume":"8","author":"P. Cachan","year":"1963","journal-title":"Annales des Sciences Forestieres Dakar"},{"key":"pone.0270140.ref074","first-page":"149","article-title":"Micrometeorology of Pasoh Forest","volume":"30","author":"M Aoki","year":"1978","journal-title":"Malayan Nature Journal"},{"key":"pone.0270140.ref075","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.agrformet.2014.11.010","article-title":"The relationship between leaf area index and microclimate in tropical forest and oil palm plantation: Forest disturbance drives changes in microclimate","volume":"201","author":"SR Hardwick","year":"2015","journal-title":"Agricultural and Forest Meteorology"},{"issue":"5","key":"pone.0270140.ref076","doi-asserted-by":"crossref","DOI":"10.1029\/2020MS002259","article-title":"Modeling Profiles of Micrometeorological Variables in a Tropical Premontane Rainforest Using Multi-Layered CLM (CLM-ML)","volume":"13","author":"J Song","year":"2021","journal-title":"Journal of Advances in Modeling Earth Systems"},{"issue":"5","key":"pone.0270140.ref077","doi-asserted-by":"crossref","first-page":"1643","DOI":"10.2307\/1940964","article-title":"Seasonal drought and the phenology of understory shrubs in a tropical moist forest","volume":"72","author":"SJ Wright","year":"1991","journal-title":"Ecology"},{"key":"pone.0270140.ref078","volume-title":"Tropical forest and its environment","author":"KA Longman","year":"1987","edition":"2"},{"issue":"2","key":"pone.0270140.ref079","doi-asserted-by":"crossref","DOI":"10.1007\/s13595-017-0628-z","article-title":"Quantifying micro-environmental variation in tropical rainforest understory at landscape scale by combining airborne LiDAR scanning and a sensor network","volume":"74","author":"B Tymen","year":"2017","journal-title":"Annals of Forest Science"},{"issue":"4","key":"pone.0270140.ref080","doi-asserted-by":"crossref","first-page":"1143","DOI":"10.1111\/nph.12224","article-title":"Concurrent measurements of change in the bark and xylem diameters of trees reveal a phloem-generated turgor signal","volume":"198","author":"M Mencuccini","year":"2013","journal-title":"New Phytologist"},{"issue":"1\u20132","key":"pone.0270140.ref081","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1023\/A:1017532411978","article-title":"Modelling rainfall and canopy controls on net-precipitation beneath selectively-logged tropical forest","volume":"153","author":"NA Chappell","year":"2001","journal-title":"Plant Ecology"},{"issue":"1\u20134","key":"pone.0270140.ref082","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/j.jhydrol.2009.02.058","article-title":"A review of rainfall interception modelling","volume":"370","author":"A Muzylo","year":"2009","journal-title":"Journal of Hydrology"},{"key":"pone.0270140.ref083","doi-asserted-by":"crossref","first-page":"170","DOI":"10.1016\/j.agrformet.2019.05.016","article-title":"Rainfall partitioning measurement and rainfall interception modelling in a tropical semi-deciduous Atlantic forest remnant","volume":"275","author":"JA Junqueira","year":"2019","journal-title":"Agricultural and Forest Meteorology"},{"key":"pone.0270140.ref084","first-page":"590","article-title":"Sparse Gash model applied to seasonal dry tropical forest","author":"DD Lopes","year":"2020","journal-title":"Journal of Hydrology"},{"key":"pone.0270140.ref085","first-page":"267","volume-title":"Water Resources Systems\u2014Water Availability and Global Change","author":"M Tani","year":"2003"},{"key":"pone.0270140.ref086","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-030-91544-5","volume-title":"Water and the rainforest in Malaysian Borneo: Hydrological research at the Danum Valley Field Studies Center","author":"I Douglas","year":"2022"},{"issue":"3","key":"pone.0270140.ref087","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1093\/treephys\/26.3.257","article-title":"A mathematical model linking tree sap flow dynamics to daily stem diameter fluctuations and radial stem growth","volume":"26","author":"K Steppe","year":"2006","journal-title":"Tree Physiology"},{"issue":"3\u20134","key":"pone.0270140.ref088","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/j.ecolmodel.2008.07.006","article-title":"Validation of a dynamic stem diameter variation model and the resulting seasonal changes in calibrated parameter values","volume":"218","author":"K Steppe","year":"2008","journal-title":"Ecological Modelling"},{"issue":"1","key":"pone.0270140.ref089","doi-asserted-by":"crossref","first-page":"193","DOI":"10.2307\/2403091","article-title":"Effect of water stress on stem diameter changes of peach trees growing in the field","volume":"23","author":"E Garnier","year":"1986","journal-title":"Journal of Applied Ecology"},{"issue":"260","key":"pone.0270140.ref090","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1093\/jxb\/44.3.615","article-title":"Diurnal changes in stem dimater depend upon variations in water content: direct eviden ce from peach trees","volume":"44","author":"T Simonneau","year":"1993","journal-title":"Journal of Experimental Botany"},{"issue":"12\u201313","key":"pone.0270140.ref091","doi-asserted-by":"crossref","first-page":"869","DOI":"10.1093\/treephys\/21.12-13.869","article-title":"Link between diurnal stem radius changes and tree water relations","volume":"21","author":"R Zweifel","year":"2001","journal-title":"Tree Physiology"},{"issue":"2","key":"pone.0270140.ref092","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1111\/pce.12613","article-title":"Radial stem variations\u2014a source of tree physiological information not fully exploited yet","volume":"39","author":"R. Zweifel","year":"2016","journal-title":"Plant Cell and Environment"},{"issue":"1997","key":"pone.0270140.ref093","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1098\/rsta.2011.0613","article-title":"Causal inference with multiple time series: principles and problems","volume":"371","author":"M. Eichler","year":"2013","journal-title":"Philosophical Transactions of the Royal Society A\u2014Mathematical Physical and Engineering Sciences"},{"key":"pone.0270140.ref094","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511618758","volume-title":"Hunting causes and using them","author":"N. Cartwright","year":"2007"},{"key":"pone.0270140.ref095","volume-title":"Causality, probability and time","author":"S Kleinberg","year":"2013"},{"key":"pone.0270140.ref096","first-page":"323","volume-title":"Tropical trees as living systems","author":"J Jenik","year":"1978"},{"issue":"4","key":"pone.0270140.ref097","doi-asserted-by":"crossref","first-page":"1191","DOI":"10.1007\/s00442-013-2724-6","article-title":"Depth of soil water uptake by tropical rainforest trees during dry periods: does tree dimension matter?","volume":"173","author":"C Stahl","year":"2013","journal-title":"Oecologia"},{"key":"pone.0270140.ref098","first-page":"423","volume-title":"Plant Root Growth: an ecological perspective","author":"MM Caldwell","year":"1991"},{"issue":"4","key":"pone.0270140.ref099","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1007\/BF00317442","article-title":"Hydraulic lift and water-use by plants: implications for water balance, performance and plant-plant interactions","volume":"95","author":"TE Dawson","year":"1993","journal-title":"Oecologia"},{"issue":"3","key":"pone.0270140.ref100","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1007\/s004420050521","article-title":"The redistribution of soil water by tree root systems","volume":"115","author":"SSO Burgess","year":"1998","journal-title":"Oecologia"},{"issue":"2","key":"pone.0270140.ref101","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1007\/s004420000501","article-title":"Tree roots: conduits for deep recharge of soil water","volume":"126","author":"SSO Burgess","year":"2001","journal-title":"Oecologia"},{"issue":"5","key":"pone.0270140.ref102","doi-asserted-by":"crossref","first-page":"1183","DOI":"10.1111\/j.1365-2745.2012.01993.x","article-title":"Trait evolution and the coexistence of a species swarm in the tropical forest understorey","volume":"100","author":"BE Sedio","year":"2012","journal-title":"Journal of Ecology"},{"issue":"6106","key":"pone.0270140.ref103","doi-asserted-by":"crossref","first-page":"496","DOI":"10.1126\/science.1227079","article-title":"Detecting Causality in Complex Ecosystems","volume":"338","author":"G Sugihara","year":"2012","journal-title":"Science"},{"key":"pone.0270140.ref104","first-page":"1","article-title":"Distinguishing time-delayed causal interactions using convergent cross mapping","volume":"5","author":"H Ye","year":"2015","journal-title":"Scientific Reports"},{"issue":"3","key":"pone.0270140.ref105","first-page":"369","article-title":"Observations on rooting in mixed dipterocarp forest, central Sarawak","volume":"46","author":"IC Baillie","year":"1983","journal-title":"Malaysian Forester"},{"key":"pone.0270140.ref106","article-title":"Data from: Stem girth changes in response to soil water potential in lowland dipterocarp forest in Borneo: an individualistic time-series analysis","author":"D. M. 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