Extracting spatial patterns in bicycle routes from crowdsourced data

Much is done nowadays to provide cyclists with safe and sustainable road infrastructure. Its development requires the investigation of road usage and interactions between traffic commuters. This article is focused on exploiting crowdsourced user‐generated data, namely GPS trajectories collected by cyclists and road network infrastructure generated by citizens, to extract and analyze spatial patterns and road‐type use of cyclists in urban environments. Since user‐generated data shows data‐deficiencies, we introduce tailored spatial data‐handling processes for which several algorithms are developed and implemented. These include data filtering and segmentation, map‐matching and spatial arrangement of GPS trajectories with the road network. A spatial analysis and a characterization of road‐type use are then carried out to investigate and identify specific spatial patterns of cycle routes. The proposed analysis was applied to the cities of Amsterdam (The Netherlands) and Osnabrück (Germany), proving its feasibility and reliability in mining road‐type use and extracting pattern information and preferences. This information can help users who wish to explore friendlier and more interesting cycle patterns, based on collective usage, as well as city planners and transportation experts wishing to pinpoint areas most in need of further development and planning.     

Modeling olive-crop forecasting in Tunisia

Tunisia is the world’s second largest olive oil-producing region after the European Union. This paper reports on the use of models to forecast local olive crops, using data for Tunisia’s five main olive-producing areas: Mornag, Jemmel, Menzel Mhiri, Chaal, and Zarzis. Airborne pollen counts were monitored over the period 1993–2011 using a Cour trap. Forecasting models were constructed using agricultural data (harvest size in tonnes of fruit/year) and data for several weather-related and phenoclimatic variables (rainfall, humidity, temperature, Growing Degree Days, and Chilling). Analysis of these data revealed that the amount of airborne pollen emitted over the pollen season as a whole (i.e., the Pollen Index) was the variable most influencing harvest size. Findings for all local models also indicated that the amount, timing, and distribution of rainfall (except during blooming) had a positive impact on final olive harvests. Air temperature also influenced final crop yield in three study provinces (Menzel Mhiri, Chaal, and Zarzis), but with varying consequences: in the model constructed for Chaal, cumulative maximum temperature from budbreak to start of flowering contributed positively to yield; in the Menzel Mhiri model, cumulative average temperatures during fruit development had a positive impact on output; in Zarzis, by contrast, cumulative maximum temperature during the period prior to flowering negatively influenced final crop yield. Data for agricultural and phenoclimatic variables can be used to construct valid models to predict annual variability in local olive-crop yields; here, models displayed an accuracy of 98, 93, 92, 91, and 88 % for Zarzis, Mornag, Jemmel, Chaal, and Menzel Mhiri, respectively.     

Clumped isotope analysis of lacustrine endogenic carbonates and implications for paleo-temperature reconstruction: A case study from Dali Lake

Carbonate clumped isotope(Δ47)is a new and reliable geothermometer.Endogenic carbonates in lake sediments are good archives to reconstruct lake water temperature using clumped isotope thermometry.However,applications of carbonate clumped isotope thermometry to lacustrine carbonates are still scarce because the existed organic and/or sulfur contaminants in such samples interfere with clumped isotope analysis and cause notable temperature biases.Therefore,exploring an effective way to remove contamination is a prerequisite to widely applying carbonate clumped isotope thermometry to lake sediments.By pretreating fine-grained endogenic carbonates from Dali lake sediments with hydrogen peroxide of different concentrations for different lengths of time,we conducted a series of conditional experiments to seek the optimal pretreatment condition for clumped isotope analysis.Δ47,Δ48 offset and 49 parameter were obtained from clumped isotope measurements to assess the effect of contamination removal.Results showed that untreated samples("0%-0")had a very high 49 parameter.After the treatment with hydrogen peroxide,the 49 parameter was significantly reduced while theΔ48 offset evidently increased.TheΔ47,Δ48 offset and 49 parameter of samples pretreated under different conditions showed significant variability,even though the measuredΔ47 temperatures changed within a relatively narrow range(i.e.,from 17.0±1.3 to 22.8±1.6°C).Among various treated samples,the sample"3%-8"yielded a smallerΔ48 offset and 49 parameter,and lowerΔ47 temperature of 17.0±1.3°C.Therefore,"reacting with 3%hydrogen peroxide for 8 h"was suggested to be the optimal condition for removing contaminants from lacustrine endogenic carbonates prior to clumped isotope analysis.At the time when the pretreatment condition was too intense(i.e.,H2O2 concentration>3%and/or reaction time>8 h),secondary contaminants might have been generated in the closed reaction system,whose ultimately transformed state may interfere with masses 47,48.Using the optimal pretreatment procedure,we obtained reasonableΔ47 temperature changes during the last deglaciation and found a temperature decrease of about 6°C in Northern China during the Younger Dryas period.Our study demonstrates a great potential of applying carbonate clumped isotope thermometry to lacustrine carbonates for paleo-temperature and paleo-elevation reconstructions in the future.     

Valorization of harbor dredged sediment activated with blast furnace slag in road layers

The valorization solutions for dredged sediment have been the subject of a great number of investigations over the previous decades.In the current present study,treatment of polluted dredged sediment fom the commercial port of Sfax,Tunisia,is proposed.An industrial byproduct(blast furnace slag)was used to bind raw sediment for a reuse in road engineering.Following standards of this field,the raw sediment first was identified and classified according to the French technical guidance.Then an environmental assessment was applied due to the presence of heavy metals.The concentrations were measured on the raw sediment particles so as to control the binding effect on heavy metals.Sediment mixtures consisted of a mix of sand and a blast furnace slag activated with quicklime.Different mixtures were tested and some were proposed for sub-layer applications.The Sfax commercial port raw sediment is considered as a sandy loam with a very low fraction of clay.The measured concentrations of heavy metals exceed the recommended thresholds for cadmium,copper,lead,and zinc.These can induce hazardous effects in the case of their dumping into the sea.On the other hand,the concentrations of the detected elements after leaching tests run on raw sediment samples are very low compared to the thresholds;such results highlight a possible recycling of the raw sediment in subgrade layers without any negative impact.Suitable formulations were deduced for road engineering tests relying on the ratio the California Bearing Ratio index and the immediate bearing index.If the obtained ratio exceeds one,the treated sediment can be recycled and used in road layers.     

Silicifications pédogénétiques dans les dépôts hamadiens du piémont de Boudenib (Maroc)

Résumé

— Le système de piémont atlasique du Sud marocain, d’âge tertiaire, est constitué dans le secteur de Boudenib de deux unités distinctes. La llamada de Boudenib forme l’unité inférieure et se caractérise par d’importants encroûtements carbonatés, riches en dolomite et attapulgite. L’unité supérieure de la llamada du Cuir marque une reprise de l’érosion et le dépôt de matériaux relativement peu altérés.

Des silicifications affectent les différents faciès de l’unité inférieure, ainsi que les grès crétacés sous-jacents, et jalonnent une surface d’érosion intra-fonnationnelle. Ces silicifications sont précoces, puisque remaniées dans les dépôts ultérieurs. Les illuviations d’opale et les accumulations gramdaires intercalées entre les concrétionnements successifs de silice attestent d’environnements pédologiques. La silicification plus forte vers la partie supérieure des coupes, ainsi que l’association fréquente des faciés silicifiés avec des niveaux hioturhés et altérés sont également à rapporter à des dispositions pédologiques. Ce sont des silcréles pédogénétiques.

L’étude micrographique montre que la silicification procède par épigénie des argiles et des carbonates, ainsi que par des cristallisations dans les vides. C’est à partir des vides existants (fentes, bioturbations et porosité intergranulaire) que se développe la silicification, montrant ainsi le rôle primordial des circulations. En particulier, l’épigénie des carbonates par la silice semble limitée par la diffusion de la silice à partir des vides, où le renouvellement des solutions est assuré. Les séquences de cristallisation des différentes formes de silice (allant de l’opale vers les quartz automorphes) peuvent être interprétées en terme d’évolution du milieu au cours de la silicification. Au fur et à mesure que des dépôts de silice se font sur les parois des vides, les solutions nourricières sont isolées de la roche encaissante, elles se chargent alors moins en cations étrangers, et la cristallisation de plus grands cristaux peut intervenir.

Les silicifications se développent pendant une période de stabilité tectonique et s’installent dans un paysage de glacis et sous des climats chauds à saisons alternées. Leur reconnaissance à l’échelle régionale peut constituer un repère lithostratigraphique précieux.     

Silicifications de nappe dans les formations carbonatées tertiaires du piedmont atlasique (Hamada du Guir,Maroc)

Résumé

Les formations tertiaires du système de piedmonts atlasiques du Sud marocain montrent de nombreuses silicifications qui affectent les différents faciès de la série : les grès calcaires, les conglomérats, les calcaires lacustres, aussi bien que les faciès plus argileux. Les accidents siliceux sont de tailles et de faciès variés, allant d’échardes millimétriques à des masses pluri-décimétriques. Dans les faciès argileux (torba), ce sont des plaquettes et des tubules de silice translucide. Dans les calcaires, ce sont surtout des faciès silexoïdes, à morphologies variées et à contours irréguliers. Dans les grès calcaires, ce sont des silicifications scoriacées, quelquefois disposées suivant un réseau de conduits anastomosés,

La pétrographie révèle que les dépôts de silice dans les vides forment une part importante des silicifications. Les silicifications translucides des faciès argileux sont entièrement formées de concrétions de calcédoine. Dans les grès calcaires, les silicifications résultent de la cimentation des grains de quartz détritiques par des dépôts de silice fibreuse et d’opale, après dissolution du ciment calcaire primaire. Dans les calcaires, certaines silicifications correspondent à la cimentation de micro-brèches karstiques par des quartz géodiques; même les plages qui apparaissent très homogènes, formées de quartz microcristallin, révèlent une porosité primaire importante. Il y a alternance de phases de dépôt de silice et de dissolution de la matrice calcaire. A côté de ces dépôts dans les vides existent aussi des épigénies, c’est à dire le remplacement de la matrice calcaire avec préservation des structures, sans formation de vides. Néanmoins, ces épigénies sont limitées à la bordure de vides à dépôts de silice.

Les silicifications sont dues à des processus diagénétiques tardifs. L’essentiel de la silice est constitué par des dépôts dans des vides ce qui permet de faire des hypothèses sur la nature des solutions nourricières. La régularité des dépôts tout autour des vides indique un milieu saturé, au sein d’une nappe. En raison de la solubilité relativement faible de la silice dans les eaux superficielles, des débits importants sont nécessaires pour renouveler constamment la silice précipitée des solutions. Ceci conduit à envisager des climats relativement humides à l’époque de la silicification, ainsi que l’existence de reliefs et de paysages incisés pour générer les écoulements de nappe suffisants.     

Crystallization of oxidized, moderately hydrous arc basalt at mid- to lower-crustal pressures: implications for andesite genesis

This study focuses on the production of convergent margin calc-alkaline andesites by crystallization–differentiation of basaltic magmas in the lower to middle crust. Previous experimental studies show that dry, reduced, subalkaline basalts differentiate to tholeiitic (high Fe/Mg) daughter liquids, but the influences of H₂O and oxidation on differentiation are less well established. Accordingly, we performed crystallization experiments at controlled oxidized fO₂ (Re–ReO₂ ≈ ΔNi–NiO + 2) on a relatively magnesian basalt (8.7 wt% MgO) typical of mafic magmas erupted in the Cascades near Mount Rainier, Washington. The basalt was synthesized with 2 wt% H₂O and run at 900, 700, and 400 MPa and 1,200 to 950 °C. A broadly clinopyroxenitic crystallization interval dominates near the liquidus at 900 and 700 MPa, consisting of augite + olivine + orthopyroxene + Cr-spinel (in decreasing abundance). With decreasing temperature, plagioclase crystallizes, Fe–Ti-oxide replaces spinel, olivine dissolves, and finally amphibole appears, producing gabbroic and then amphibole gabbroic crystallization stages. Enhanced plagioclase stability at lower pressure narrows the clinopyroxenitic interval and brings the gabbroic interval toward the liquidus. Liquids at 900 MPa track along Miyashiro’s (Am J Sci 274(4):321–355, 1974) tholeiitic versus calc-alkaline boundary, whereas those at 700 and 400 MPa become calc-alkaline at silica contents ≥56 wt%. This difference is chiefly due to higher temperature appearance of magnetite (versus spinel) at lower pressures. Although the evolved liquids are similar in many respects to common calc-alkaline andesites, the 900 and 700 MPa liquids differ in having low CaO concentrations due to early and abundant crystallization of augite, with the result that those liquids become peraluminous (ASI: molar Al/(Na + K + 2Ca) > 1) at ≥61 wt% SiO₂, similar to liquids reported in other studies of the high-pressure crystallization of hydrous basalts (Müntener and Ulmer in Geophys Res Lett 33(21):L21308, 2006). The lower-pressure liquids (400 MPa) have this same trait, but to a lesser extent due to more abundant near-liquidus plagioclase crystallization. A compilation of >6,500 analyses of igneous rocks from the Cascades and the Sierra Nevada batholith, representative of convergent margin (arc) magmas, shows that ASI increases continuously and linearly with SiO₂ from basalts to rhyolites or granites and that arc magmas are not commonly peraluminous until SiO₂ exceeds 69 wt%. These relations are consistent with plagioclase accompanying mafic silicates over nearly all the range of crystallization (or remelting). The scarcity of natural peraluminous andesites shows that progressive crystallization–differentiation of primitive basalts in the deep crust, producing early clinopyroxenitic cumulates and evolved liquids, does not dominate the creation of intermediate arc magmas or of the continental crust. Instead, mid- to upper-crustal differentiation and/or open-system processes are critical to the production of intermediate arc magmas. Primary among the open-system processes may be extraction of highly evolved (granitic, rhyolitic) liquids at advanced degrees of basalt solidification (or incipient partial melting of predecessor gabbroic intrusions) and mixing of such liquids into replenishing basalts. Furthermore, if the andesitic-composition continents derived from basaltic sources, the arc ASI–SiO₂ relation shows that the mafic component returned to the mantle was gabbroic in composition, not pyroxenitic.     

Groundwater management based on GIS techniques, chemical indicators and vulnerability to seawater intrusion modelling: application to the Mahdia–Ksour Essaf aquifer, Tunisia

In arid and semi-arid countries worldwide, conflicts between human development activities and conservation of groundwater resources are widespread and attract many public debates. This research aims to propose groundwater management alternatives for a coastal aquifer by studying its vulnerability and in particularly the risk of seawater intrusion. An additional objective is to propose some agricultural policies aimed to conserve groundwater resources in Mahdia and Ksour Essaf. Intensive groundwater mining, for irrigation and for water drinking, has caused an overexploitation of the water resources. In addition, the degradation of water quality, caused by septic tanks and intensive agricultural activities, has given rise to notable crucial state of the groundwater resources. With the aim of tackling the groundwater degradation problem, integration into a common platform of vulnerability assessment, seawater intrusion modelling and hydrochemical analysis is proposed. This platform can considerably reflect the water resources state in order to propose some solutions reducing the contamination of the Mahdia–Ksour Essaf aquifer. The groundwater management alternatives, proposed in this study, were prepared within a geographical information system.     

Scoring IDC SEL1 events for identifying misformed events

The International Data Center (IDC) produces several automatic seismic event lists followed by a reviewed event list as part of the verification regime for the Comprehensive Nuclear-Test-Ban Treaty. For the time period from 2005 to 2011, on average, approximately 160 events per day were included in the first IDC automatic Standard Event List (SEL1). For the same time period, “only” 86 events per day were included in the IDC Reviewed Event Bulletin (REB). Several possible reasons may explain why an event included in SEL1 is excluded from the REB; for example: misassociation, namely, the association process generated an artificial event by associating information from stations that recorded several different events. Reducing the number of SEL1 events that are ultimately excluded from the REB would improve the automatic process relying on the SEL1 Bulletin and would reduce the workload of the analysts at the IDC. In this work, we present a scoring method that indicates the probability that an SEL1 event will “survive” the analysis process and be included in the REB. The method tries to imitate “good” analyst practice. Namely, based on the experience gained in analyzing information from a specific region with a seismic network, the analyst can decide if an event is a “real” event or not. The score was created for the International Monitoring System primary seismic stations based on the REB for the time period of 2005 to the beginning of 2011. The score is designed to indicate if the set of stations contributing/not contributing to the event is consistent with what is expected based on the analysis of past events that occurred in the same region. A byproduct of the analysis needed for the score is a statistical measure that assesses the typical contribution of a specific station to a specific region. This information can be useful in its own right, for example, to design subnetworks that will increase automatic processing efficiency.