Jäähdytysjärjestelmän vaikutus kiinteistön elinkaaren aikaisiin tuottoihin

Ilmastoinnin jäähdytys yleistyy toimisto- ja hotellikiinteistöissä jatkuvasti. Perinteinen tapa tuottaa jäähdytysenergia on kiinteistökohtainen vedenjäähdytysjärjestelmä. Helsingissä on ollut vuodesta 2000 lähtien mahdollista liittyä Helsingin energian kaukojäähdytysverkostoon. Jäähdytysjärjestelmien ominaisuudet poikkeavat toisistaan ja niistä aiheutuu kiinteistönomistajalle erilaisia kustannuksia. Kiinteistöstä saataviin tuottoihin vaikuttaa kustannusten lisäksi vuokralaisen tyytyväisyys. Tämän vuoksi työssä selvitettiin vuokralaisen tarpeet jäähdytysjärjestelmälle haastattelemalla vuokralaisen edustajia. Tässä diplomityössä vertaillaan kaukojäähdytyksen ja kiinteistökohtaisen jäähdytysjärjestelmän kustannuksia, sekä vaikutuksia kiinteistön elinkaarituottoihin kiinteistönomistajan näkökulmasta. Kerättyjen kustannusten perusteella suoritetaan elinkaarikustannuslaskenta GaBi-ohjelmalla. Vuokralaisen tarpeista jäähdytysjärjestelmälle tunnistetaan olennaisiksi toimintavarmuus, ympäristöystävällisyys sekä hiljainen äänitaso. Nämä ovat lisäarvotekijöitä, joille työssä määritetään painoarvo ja jotka huomioidaan laskennassa. Diplomityö osoitti kaukojäähdytyksen kannattavaksi vaihtoehdoksi kiinteistökohtaiselle järjestelmälle, kun huomioidaan hankinta- ja käyttökustannusten lisäksi asennustöiden, käyttöönoton, huollon ja kunnossapidon sekä loppusijoituksen kustannukset. Myös valikoituneet lisäarvotekijät puoltavat kaukojäähdytystä ja niiden kompensointi lisää kiinteistökohtaisen järjestelmän kustannuksia.

Puristinhuopien pesutehokkuuden vaikutus puristinosan ajettavuuteen

Työn tarkoituksena oli kehittää jatkuvatoimiseen pesuun soveltuva emäksinen ja hapan huovanpesuaine sekä tutkia huovanpesun parametreja laboratoriossa ja paperikoneella. Kirjallisuusosassa tarkasteltiin paperikoneen puristinosaa, puristinhuopien ominaisuuksia, puristinhuovissa esiintyviä saostumia ja puristinhuopien kunnostusta sekä esiteltiin FeltPerm-vedenläpäisykykymittari. Kokeellisessa osassa analysoitiin käytetty huopa kvalitatiivisesti ja kvantitatiivisesti ja kun huopaa tukkivien yhdisteiden kemiallinen luonne oli selvitetty, kehitettiin käynninaikaiseen pesuun soveltuva emäksinen ja hapan huovanpesuaine. Huovanpesuaineiden kehitystyössä pesuaineiden tehokkuutta tutkittiin kolmella eri menetelmällä, joista kaksi perustui huovan massan muutoksen määrittämiseen pesussa ja yksi huovan vedenläpäisykyvyn mittaamiseen. Kehitetyillä pesuaineilla optimoitiin laboratoriossa happo- ja emäspesun pH sekä vaikutusaika. Lisäksi tutkittiin huovan turpoamista emäspesussa ja lämpötilan vaikutusta pesutulokseen. Puristinhuopien vedenläpäisykykyä tutkittiin FeltPerm-laitteella kahdella eri SC-paperikoneella, joista toisella oli käytössä käynninaikainen jaksottainen pesu ja toisella pelkät seisokkipesut. Koneella, jossa huovat pestiin käynninaikaisesti, määritettiin pesuparametreja ja optimoitiin emäsvaiheen aikainen pH. Kehitetyillä pesuaineilla suoritettiin koeajo tehtaalla.

Wet Oxidation of Concentrated Wastewaters: Process Combination and Reaction Kinetic Modeling

The accumulation of aqueous pollutants is becoming a global problem. The search for suitable methods and/or combinations of water treatment processes is a task that can slow down and stop the process of water pollution. In this work, the method of wet oxidation was considered as an appropriate technique for the elimination of the impurities present in paper mill process waters. It has been shown that, when combined with traditional wastewater treatment processes, wet oxidation offers many advantages. The combination of coagulation and wet oxidation offers a new opportunity for the improvement of the quality of wastewater designated for discharge or recycling. First of all, the utilization of coagulated sludge via wet oxidation provides a conditioning process for the sludge, i.e. dewatering, which is rather difficult to carry out with untreated waste. Secondly, Fe2(SO4)3, which is employed earlier as a coagulant, transforms the conventional wet oxidation process into a catalytic one. The use of coagulation as the post-treatment for wet oxidation can offer the possibility of the brown hue that usually accompanies the partial oxidation to be reduced. As a result, the supernatant is less colored and also contains a rather low amount of Fe ions to beconsidered for recycling inside mills. The thickened part that consists of metal ions is then recycled back to the wet oxidation system. It was also observed that wet oxidation is favorable for the degradation of pitch substances (LWEs) and lignin that are present in the process waters of paper mills. Rather low operating temperatures are needed for wet oxidation in order to destruct LWEs. The oxidation in the alkaline media provides not only the faster elimination of pitch and lignin but also significantly improves the biodegradable characteristics of wastewater that contains lignin and pitch substances. During the course of the kinetic studies, a model, which can predict the enhancements of the biodegradability of wastewater, was elaborated. The model includes lumped concentrations suchas the chemical oxygen demand and biochemical oxygen demand and reflects a generalized reaction network of oxidative transformations. Later developments incorporated a new lump, the immediately available biochemical oxygen demand, which increased the fidelity of the predictions made by the model. Since changes in biodegradability occur simultaneously with the destruction of LWEs, an attempt was made to combine these two facts for modeling purposes.

Development of a shelling method to recover whole kernels of the Cutia nut (Couepia edulis)

The kernel of the cutia nut (castanha-de-cutia, Couepia edulis (Prance) Prance) of the western Amazon, which is consumed by the local population, has traditionally been extracted from the nut with a machete, a dangerous procedure that only produces kernels cut in half. A shelling off machine prototype, which produces whole kernels without serious risks to its operator, is described and tested. The machine makes a circular cut in the central part of the fruit shell, perpendicular to its main axis. Three ways of conditioning the fruits before cutting were compared: (1) control; (2) oven drying immediately prior to cutting; (3) oven drying, followed by a 24-hour interval before cutting. The time needed to extract and separate the kernel from the endocarp and testa was measured. Treatment 3 produced the highest output: 63 kernels per hour, the highest percentage of whole kernels (90%), and the best kernel taste. Kernel extraction with treatment 3 required 50% less time than treatment 1, while treatment 2 needed 38% less time than treatment 1. The proportion of kernels attached to the testa was 93%, 47%, and 8% for treatments 1, 2, and 3, respectively, and was the main reason for extraction time differences.

Fluence plays a critical role on the subsequent distribution of chemotherapy and tumor growth delay in murine mesothelioma xenografts pre-treated by photodynamic therapy.

BACKGROUND: The pre-conditioning of tumor vessels by low-dose photodynamic therapy (L-PDT) was shown to enhance the distribution of chemotherapy in different tumor types. However, how light dose affects drug distribution and tumor response is unknown. Here we determined the effect of L-PDT fluence on vascular transport in human mesothelioma xenografts. The best L-PDT conditions regarding drug transport were then combined with Lipoplatin(®) to determine tumor response. in vivo. Lasers Surg. Med. 47:323-330, 2015. © 2015 Wiley Periodicals, Inc. METHODS: Nude mice bearing dorsal skinfold chambers were implanted with H-Meso1 cells. Tumors were treated by Visudyne(®) -mediated photodynamic therapy with 100 mW/cm(2) fluence rate and a variable fluence (5, 10, 30, and 50 J/cm(2) ). FITC-Dextran (FITC-D) distribution was assessed in real time in tumor and normal tissues. Tumor response was then determined with best L-PDT conditions combined to Lipoplatin(®) and compared to controls in luciferase expressing H-Meso1 tumors by size and whole body bioluminescence assessment (n = 7/group). RESULTS: Tumor uptake of FITC-D following L-PDT was significantly enhanced by 10-fold in the 10 J/cm(2) but not in the 5, 30, and 50 J/cm(2) groups compared to controls. Normal surrounding tissue uptake of FITC-D following L-PDT was significantly enhanced in the 30 J/cm(2) and 50 J/cm(2) groups compared to controls. Altogether, the FITC-D tumor to normal tissue ratio was significantly higher in the 10 J/cm(2) group compared others. Tumor growth was significantly delayed in animals treated by 10 J/cm2-L-PDT combined to Lipoplatin(®) compared to controls. CONCLUSIONS: Fluence of L-PDT is critical for the optimal distribution and effect of subsequently administered chemotherapy. These findings have an importance for the clinical translation of the vascular L-PDT concept in the clinics. Lasers Surg. Med. 47:323-330, 2015.

Las asociaciones de inmigrantes africanos. Organización, proyección y actuaciones

El asociacionismo de personas de origen extranjero ha crecido de forma notable desde los años 90 y, especialmente, desde los 2000, influenciado por los intereses de estas personas pero también por el contexto social, político e institucional que lo ha favorecido y condicionado. Este trabajo presenta los resultados de una encuesta realizada a 206 representantes de asociaciones de inmigrantes de origen africano de las comunidades autónomas de Cataluña, Valencia y Navarra. Nuestro objetivo ha consistido en clasificar las asociaciones, estudiar su organización y funcionamiento y conocer sus ámbitos de actuación. Entre otras cuestiones, hemos observado que este asociacionismo es joven y no responde a una única forma organizativa, sino que, en función de dinámicas internas y externas, intereses de los asociados y años de vida de cada asociación, adquiere diferentes estructuras y estrategias.

Clinical effectiveness of direct anterior restorations-A meta-analysis.

OBJECTIVES: This is the first meta-analysis on the efficacy of composite resin restorations in anterior teeth. The objective of the present meta-analysis was to verify whether specific material classes, tooth conditioning methods and operational procedures influence the result for Class III and Class IV restorations. MATERIAL AND METHODS: The database SCOPUS and PubMed were searched for clinical trials on anterior resin composites without restricting the search to the year of publication. The inclusion criteria were: (1) prospective clinical trial with at least 2 years of observation; (2) minimal number of restorations at last recall=20; (3) report on drop-out rate; (4) report of operative technique and materials used in the trial, and (5) utilization of Ryge or modified Ryge evaluation criteria. For the statistical analysis, a linear mixed model was used with random effects to account for the heterogeneity between the studies. p-Values smaller than 0.05 were considered to be significant. RESULTS: Of the 84 clinical trials, 21 studies met the inclusion criteria, 14 of them for Class III restorations, 6 for Class IV restorations and 1 for closure of diastemata; the latter was included in the Class IV group. Twelve of the 21 studies started before 1991 and 18 before 2001. The estimated median overall success rate (without replacement) after 10 years for Class III composite resin restorations was 95% and for Class IV restorations 90%. The main reason for the replacement of Class IV restorations was bulk fractures, which occurred significantly more frequently with microfilled composites than with hybrid and macrofilled composites. Caries adjacent to restorations was infrequent in most studies and accounted only for about 2.5% of all replaced restorations after 10 years irrespective of the cavity class. Class III restorations with glass ionomer derivates suffered significantly more loss of anatomical form than did fillings with other types of material. When the enamel was acid-etched and no bonding agent was applied, significantly more restorations showed marginal staining and detectable margins compared to enamel etching with enamel bonding or the total etch technique; fillings with self-etching systems were in between of these two outcome variables. Bevelling of the enamel was associated with a significantly reduced deterioration of the anatomical form compared to no bevelling but not with less marginal staining or less detectable margins. The type of isolation (absolute/relative) had a statistically significant influence on marginal caries which, however, might be a random finding.

APOE status modulates the changes in network connectivity induced by brain stimulation in non-demented elders.

Behavioral consequences of a brain insult represent an interaction between the injury and the capacity of the rest of the brain to adapt to it. We provide experimental support for the notion that genetic factors play a critical role in such adaptation. We induced a controlled brain disruption using repetitive transcranial magnetic stimulation (rTMS) and show that APOE status determines its impact on distributed brain networks as assessed by functional MRI (fMRI).Twenty non-demented elders exhibiting mild memory dysfunction underwent two fMRI studies during face-name encoding tasks (before and after rTMS). Baseline task performance was associated with activation of a network of brain regions in prefrontal, parietal, medial temporal and visual associative areas. APOE ε4 bearers exhibited this pattern in two separate independent components, whereas ε4-non carriers presented a single partially overlapping network. Following rTMS all subjects showed slight ameliorations in memory performance, regardless of APOE status. However, after rTMS APOE ε4-carriers showed significant changes in brain network activation, expressing strikingly similar spatial configuration as the one observed in the non-carrier group prior to stimulation. Similarly, activity in areas of the default-mode network (DMN) was found in a single component among the ε4-non bearers, whereas among carriers it appeared disaggregated in three distinct spatiotemporal components that changed to an integrated single component after rTMS. Our findings demonstrate that genetic background play a fundamental role in the brain responses to focal insults, conditioning expression of distinct brain networks to sustain similar cognitive performance.

Ilmastointikojeen uuden rakenneratkaisun markkinaselvitys

Työssä selvitetään korjaus- ja uudisrakentamista Suomessa sekä ilmastointikojeen valintaan vaikuttavia tekijöitä. Korjausrakentamisen osuus on kasvamassa ja tilan puute on korjausrakentamisessa usein ongelma. Lähtökohtana on tilaavan tahon idea uudesta ilmastointikojeesta, jonka rakenne soveltuu erityisesti korjausrakentamiseen. Tutkimuksessa halutaan selvittää ilmastointikojeen markkinaympäristöä ja uuden kojeen rakenneratkaisu. Tarkoitus on selvittää idean jatkokehitysmahdollisuus ja mielenkiinto asiakasympäristössä. Tietoja IV-kojeen rakenneratkaisuun ja korjausrakentamisen ongelmiin hankittiin empiirisellä kyselytutkimuksella. Kyselytutkimus koostui joukosta väittämiä. Kyselytutkimus suunnattiin rakennuttajille, urakoitsijoille ja iv-suunnittelijoille, joista suunnittelijoiden osuus on merkittävin. Tutkimus toteutettiin sähköpostikyselynä ja haastatteluina. Kaikkiaan saatiin 124 analysoitavaa vastausta. Tutkimuksessa kävi selville, että uudelle rakenneratkaisulle on kysyntää. Vastaajat olivat erityisen kiinnostuneita kojeesta, joka saastaa tilaa ja on helppo asentaa. Työ tuotti selvityksen yrityksen tuotekehitysprojektin paatoksenteon tueksi perustuen kyselytutkimuksen vastauksiin.

Buccodental health and oral mucositis. Clinical study in patients with hematological diseases

Objectives: The objective of the present study is to assess whether a good buccodental status (evaluated by means of dentogingival indices), is associated with a lower incidence and severity of oral mucositis in patients with hematological diseases who receive treatment with chemotherapy or bone marrow transplant. Study design: The study was carried out on 97 patients admitted to the Hematology Service of the Hospital Duran y Reynals in Barcelona during 2002-2003. These patients received treatment with chemotherapy or conditioning prior to bone marrow transplant. A descriptive study was made, analyzing oral hygiene, one dental index, and two gingivales indices, and evaluating their relationship with the appearance of mucositis. Results: The patients with high plaque (PI) and gingival (GI) indices during chemotherapy presented a higher percentage of mucositis (77.4% and 65.7% respectively) against those who had little or no visible plaque. In the case of the PI, the differences were statistically significant (p=0.015). Likewise, patients who brushed their teeth 3 times/day presented mucositis in only 26.7% of cases, against those who did not brush, or brushed only once a day (65.9% and 68.4%), these differences also being statistically significant (p=0.013). The CAO showed similar results in patients with or without mucositis (7.59 and 7.03 respectively). Conclusions: In our study, a good gingival status as well as good oral hygiene during chemoradiotherapy is associated with a lower incidence and severity of mucositis.

Hiomon AI-järjestelmän toimivuuden arviointi

Työn tavoitteena oli uudentyyppisen hiontaprosessin ohjausjärjestelmän kehittäminen ja testaaminen UPM-Kymmene Kaukaan hiomossa. Uuden ohjausjärjestelmän perusajatuksena oli pitää yksittäistä hiomakiveä jatkuvasti optimaalisessa toimintapisteessä, ja hiomon kaikilla koneilla pyrittiin samaan kivenalusmassan laatuun. Uutta ohjaustapaa kutsuttiin Optimum operating point -strategiaksi (OOPS). Hiomakiven pitäminen optimaalisessa toimintapisteessä tapahtui pääosin vesiteräyskäsittelyllä, jonka intensiteettiä ohjasi asiantuntijajärjestelmä (AI-järjestelmä). Lisäksi testattiin ohjelmoidun anturan nopeussäädön vaikutusta hiomakoneen resurssien käyttöön. AI-järjestelmä päätteli vesiteräyskäsittelyn tarpeellisuuden CSF-mallin ja hiomakoneen resurssien perusteella. Seurannasta saatujen tulosten perusteella AI-järjestelmän käyttöönotto vesiteräyskäsittelyssä paransi tuotannon ja massan laadun tasaisuutta. Hiomakoneiden resurssien havaittiin pienenevän puunsyöttölinjan mukaisesti. Paksummat pöllit kerääntyvät linjan päähän, jolloin varsinkin hydrauliikkapaineiden tarve lisääntyy linjan päässä olevilla hiomakoneilla. Hiomakoneen resurssit saatiin paremmin käyttöön kuormittamalla konetta ohjelmoidulla anturan nopeussäädöllä (ONS) kuin vakioidulla anturan nopeussäädöllä (VNS). Kuitenkin hydraulipaineresurssien puutteellisuus rajoitti koeajon aikana ONS:n toimintaa. Resursseja ei optimoitu koeajon aikana, koska kiven pinnan haluttiin pysyvän mahdollisimman stabiilina. Kivelle ei suoritettu mekaanista käsittelyä, vaikka kivenpinnan massan kuljetuskapasiteetin havaittiin olevan huono. AI-järjestelmä otettiin ohjaamaan vesiteräyskäsittelyä vasta ONS - VNS -koeajon jälkeen. Mekaanisen rullateräyksen jälkeen massan ominaisuudet muuttuivat, koska kiven pinnan terävät särmät katkoivat kuituja alentaen massan sitoutumiskykyä. Heti rullakäsittelyn jälkeen mitattu CSF saattoi jopa alentua huomattavasti, mutta AI-järjestelmän laskema CSF nousi selvästi indikoiden energian ominaiskulutuksen (EOK) laskua. Muutaman päivän hionnan jälkeen mitattu ja laskettu CSF saavuttivat saman tason.

Learning-induced gene expression in the heads of two Nasonia species that differ in long-term memory formation.

BACKGROUND: Cellular processes underlying memory formation are evolutionary conserved, but natural variation in memory dynamics between animal species or populations is common. The genetic basis of this fascinating phenomenon is poorly understood. Closely related species of Nasonia parasitic wasps differ in long-term memory (LTM) formation: N. vitripennis will form transcription-dependent LTM after a single conditioning trial, whereas the closely-related species N. giraulti will not. Genes that were differentially expressed (DE) after conditioning in N. vitripennis, but not in N. giraulti, were identified as candidate genes that may regulate LTM formation. RESULTS: RNA was collected from heads of both species before and immediately, 4 or 24 hours after conditioning, with 3 replicates per time point. It was sequenced strand-specifically, which allows distinguishing sense from antisense transcripts and improves the quality of expression analyses. We determined conditioning-induced DE compared to naïve controls for both species. These expression patterns were then analysed with GO enrichment analyses for each species and time point, which demonstrated an enrichment of signalling-related genes immediately after conditioning in N. vitripennis only. Analyses of known LTM genes and genes with an opposing expression pattern between the two species revealed additional candidate genes for the difference in LTM formation. These include genes from various signalling cascades, including several members of the Ras and PI3 kinase signalling pathways, and glutamate receptors. Interestingly, several other known LTM genes were exclusively differentially expressed in N. giraulti, which may indicate an LTM-inhibitory mechanism. Among the DE transcripts were also antisense transcripts. Furthermore, antisense transcripts aligning to a number of known memory genes were detected, which may have a role in regulating these genes. CONCLUSION: This study is the first to describe and compare expression patterns of both protein-coding and antisense transcripts, at different time points after conditioning, of two closely related animal species that differ in LTM formation. Several candidate genes that may regulate differences in LTM have been identified. This transcriptome analysis is a valuable resource for future in-depth studies to elucidate the role of candidate genes and antisense transcription in natural variation in LTM formation.

Laivan ilmastointijärjestelmän perussuunnittelu ja mitoitus

Diplomityön tavoitteena on tarkastella risteilyaluksen ilmastointijärjestelmän suunnittelua ilmamäärien mitoituksen kannalta esisuunnitteluvaiheessa ja lopullisia laskelmia tehtäessä. Teoriaosassa tutustutaan hyvän sisäilmaston tekijöihin ja tarkastellaan ilmankäsittelyä laivoissa yleensä. Tilakohtaisia mitoituksia varten työssä esitellään perusteita, joita suunnittelijan on tunnettava ja huomioitava. Työn tuloksena esitellään laskentaohjelma, joka luo pohjaa tarkempaan ilmamäärälaskentaan standardin ISO 7547 mukaisesti. Ohjelman avulla ilmastoitavaan tilaan saadaan raitisilmamäärään, ilmanvaihtokertoimeen tai lämpökuormiin perustuva ilmamäärä. Esisuunnitteluvaiheessa alustavia ilmamäärälaskelmia tarvitaan tilavarausten riittävyyden tarkasteluun sekä tarjouskeskustelujen aloittamiseen toimittajien kanssa. Ilmamäärän arviointi perustuu vertailulaivoista määritettyihin eri tilatyyppien ja tilojen keskimääräisiin ilmanvaihtokertoimiin. Tilatyyppeihin perustuvilla kertoimilla saadaan tietokoneen avulla nopeasti karkea kuva ilmamäärien suuruusluokasta, tilabudjetin nimityksiin perustuvalla menetelmällä saadaan tarkempia arvioita ilmamääristä.

The Effect of Two Speed Endurance Training Regimes on Performance of Soccer Players.

In order to better understand the specificity of training adaptations, we compared the effects of two different anaerobic training regimes on various types of soccer-related exercise performances. During the last 3 weeks of the competitive season, thirteen young male professional soccer players (age 18.5±1 yr, height 179.5±6.5 cm, body mass 74.3±6.5 kg) reduced the training volume by ~20% and replaced their habitual fitness conditioning work with either speed endurance production (SEP; n = 6) or speed endurance maintenance (SEM; n = 7) training, three times per wk. SEP training consisted of 6-8 reps of 20-s all-out running bouts followed by 2 min of passive recovery, whereas SEM training was characterized by 6-8 x 20-s all-out efforts interspersed with 40 s of passive recovery. SEP training reduced (p<0.01) the total time in a repeated sprint ability test (RSAt) by 2.5%. SEM training improved the 200-m sprint performance (from 26.59±0.70 to 26.02±0.62 s, p<0.01) and had a likely beneficial impact on the percentage decrement score of the RSA test (from 4.07±1.28 to 3.55±1.01%) but induced a very likely impairment in RSAt (from 83.81±2.37 to 84.65±2.27 s). The distance covered in the Yo-Yo Intermittent Recovery test level 2 was 10.1% (p<0.001) and 3.8% (p<0.05) higher after SEP and SEM training, respectively, with possibly greater improvements following SEP compared to SEM. No differences were observed in the 20- and 40-m sprint performances. In conclusion, these two training strategies target different determinants of soccer-related physical performance. SEP improved repeated sprint and high-intensity intermittent exercise performance, whereas SEM increased muscles' ability to maximize fatigue tolerance and maintain speed development during both repeated all-out and continuous short-duration maximal exercises. These results provide new insight into the precise nature of a stimulus necessary to improve specific types of athletic performance in trained young soccer players.

What can ecosystems learn? Expanding evolutionary ecology with learning theory.

BACKGROUND: The structure and organisation of ecological interactions within an ecosystem is modified by the evolution and coevolution of the individual species it contains. Understanding how historical conditions have shaped this architecture is vital for understanding system responses to change at scales from the microbial upwards. However, in the absence of a group selection process, the collective behaviours and ecosystem functions exhibited by the whole community cannot be organised or adapted in a Darwinian sense. A long-standing open question thus persists: Are there alternative organising principles that enable us to understand and predict how the coevolution of the component species creates and maintains complex collective behaviours exhibited by the ecosystem as a whole? RESULTS: Here we answer this question by incorporating principles from connectionist learning, a previously unrelated discipline already using well-developed theories on how emergent behaviours arise in simple networks. Specifically, we show conditions where natural selection on ecological interactions is functionally equivalent to a simple type of connectionist learning, 'unsupervised learning', well-known in neural-network models of cognitive systems to produce many non-trivial collective behaviours. Accordingly, we find that a community can self-organise in a well-defined and non-trivial sense without selection at the community level; its organisation can be conditioned by past experience in the same sense as connectionist learning models habituate to stimuli. This conditioning drives the community to form a distributed ecological memory of multiple past states, causing the community to: a) converge to these states from any random initial composition; b) accurately restore historical compositions from small fragments; c) recover a state composition following disturbance; and d) to correctly classify ambiguous initial compositions according to their similarity to learned compositions. We examine how the formation of alternative stable states alters the community's response to changing environmental forcing, and we identify conditions under which the ecosystem exhibits hysteresis with potential for catastrophic regime shifts. CONCLUSIONS: This work highlights the potential of connectionist theory to expand our understanding of evo-eco dynamics and collective ecological behaviours. Within this framework we find that, despite not being a Darwinian unit, ecological communities can behave like connectionist learning systems, creating internal conditions that habituate to past environmental conditions and actively recalling those conditions. REVIEWERS: This article was reviewed by Prof. Ricard V Solé, Universitat Pompeu Fabra, Barcelona and Prof. Rob Knight, University of Colorado, Boulder.