Water uptake characteristics of individual atmospheric particles having coatings

Ukuran: px
Mulai penontonan dengan halaman:

Download "Water uptake characteristics of individual atmospheric particles having coatings"

Transkripsi

1 Atmospheric Environment 41 (2007) Water uptake characteristics of individual atmospheric particles having coatings Trudi A. Semeniuk a,b, Matthew E. Wise a,b, Scot T. Martin c, Lynn M. Russell d, Peter R. Buseck a,b, a School of Earth and Space Exploration, Arizona State University, Tempe, AZ 85287, USA b Department of Chemistry & Biochemistry, Arizona State University, Tempe, AZ 85287, USA c Division of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA d Scripps Institution of Oceanography, University of California, San Diego, La Jolla, CA 92093, USA Received 12 September 2006; received in revised form 30 March 2007; accepted 3 April 2007 Abstract We used an environmental transmission electron microscope to observe deliquescence and hygroscopic growth of atmospheric particles with hygroscopic coatings over the range 0 100% relative humidity (RH). The particles were collected from polluted and clean environments. Types included a sulfate-coated NaCl/silicate aggregate particle, a sulfatecoated sea-salt particle, and a Mg-rich, chloride-coated sea-salt particle. They all exhibited initial water uptake between 50% and 60% RH, although the first major morphological changes occurred at 70% RH. A deliquescence sphere, adjacent to the core particle, formed between 70% and 76% RH when deliquescence occurred or when the liquid phase was able to break out of the solid exterior coating. The deliquescence sphere grew to engulf the particle with increasing RH. Some particles developed a splatter zone associated with a particle coating. Efflorescence occurred over the range 49 44% RH. Our results indicate that some coated particles undergo a multi-step deliquescence process and that composition of the different phases within the coating affects deliquescence and hygroscopic growth below 76% RH. Above 76% RH, the dominant hygroscopic growth was due to water uptake by NaCl. Efflorescence of these particles also was strongly linked to NaCl, although the presence of other phases inhibited formation of a single NaCl crystal. Our results show that the observed coatings can both enhance particle solubility and lower the effective deliquescence RH of the particle. Thus, these coatings cause important phase and size changes for aerosol particles that could feed back into many other chemical and physical processes that contribute to radiative forcing within the atmosphere. r 2007 Elsevier Ltd. All rights reserved. Keywords: Hygroscopic coatings; Deliquescence; Efflorescence; Individual particles; ETEM 1. Introduction Corresponding author. Tel.: ; fax: address: pbuseck@asu.edu (P.R. Buseck). Hygroscopic coatings on aerosol particles can alter the ways in which they influence atmospheric chemistry and Earth s radiative budget. In the dry state, they can affect particle surface interactions with light and other atmospheric constituents, e.g., /$ - see front matter r 2007 Elsevier Ltd. All rights reserved. doi: /j.atmosenv

2 6226 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) coatings will enhance or retard the reactivity of aerosol particles in the atmosphere (Folkers et al., 2003; Usher et al., 2003). In addition, they can affect deliquescence and hygroscopic growth of the core particle at elevated relative humidity (RH). Change of phase from a dry particle to a solution droplet is associated with changes in size, shape (from nonspherical to spherical), and chemistry, e.g., a heterogeneously mixed solid particle with separate phases in the core and coating, may become a homogeneously mixed solution droplet in which all constituents are water soluble. The solid liquid phase change of atmospheric particles can also affect their ability to scatter light and their impact on the catalysis of liquid-phase reactions (Martin, 2000). Coatings on individual particles can be observed using electron-beam techniques in samples from a range of marine and continental environments (e.g., Buseck and Po sfai, 1999; Martin and Han, 2000). Coatings commonly result during mixing of different air masses, e.g., Asian pollution outflows into the Pacific marine air or oil-pollution plumes in desert environments (Levin et al., 1996; Parungo et al., 1992). Coated particles in these polluted environments range from ammonium sulfate on soot to sulfates on mineral dust. Although coatings commonly result from anthropogenic components, natural processes also form coatings. For example, organic molecules on the surface of the ocean can coat the surface of sea-salt particles during wavebreaking action. In addition, aging, oxidation, and reactions with other soluble atmospheric components all contribute to the formation of coatings. Thus, the proportion of coated aerosol particles within a population is likely to increase with time, typically resulting in a greater fraction of hydrophilic particles in the atmosphere. In multi-component coated particles, both the coating and core compounds can impact the hygroscopic behavior of the aerosol particle. Compounds in coatings can impact the hygroscopic properties of the core phases in two ways: by lowering the deliquescence RH (DRH) (Tang and Munkelwitz, 1993) and by reducing or enhancing overall water uptake of the core phases. For example, some organic compounds are hypothesized to make the surface of an aerosol particle hydrophobic, thus potentially impacting water uptake (Ellison et al., 1999). The insoluble or weakly soluble core phases can also affect the hygroscopic behavior of the aerosol particle, e.g., mineral dust particles can induce heterogeneous nucleation and efflorescence of aqueous coatings (Han et al., 2002; Han and Martin, 1999; Martin et al., 2001). Sulfate coatings, in particular, are common on mineral dust and sea-salt aerosol particles. Sulfate coatings can arise from H 2 SO 4 deposition after gasphase oxidation of SO 2 or dimethylsulfide (DMS). Furthermore, they can be created by cloud processing, in which particles scavenge anthropogenic sulfates (Parungo et al., 1992; Wurzler et al., 2000). Coatings on mineral dust have been reported from the Mediterranean and Asian regions, where air masses rich in anthropogenic SO 2 or sulfates interact with desert dust (Formenti et al., 2003; Levin et al., 2005). The heterogeneous reaction of SO 2 with mineral dust is hypothesized to reduce the load of anthropogenic sulfate in the atmosphere because of the increased deposition rate of coarsemode particles (Bauer and Koch, 2005; Levin et al., 1996; Parungo et al., 1992). Sulfate coatings have also been reported on sea-salt particles in most marine air masses (Li et al., 2003; Po sfai et al., 1995; Sievering et al., 1999). The coatings develop during initial formation of sea-salt particles through interaction of emissions of DMS from phytoplankton or through reaction of anthropogenic sulfates with sea salt (Buseck and Po sfai, 1999; Li et al., 2003; Po sfai et al., 1995; Zhao et al., 2006). We investigated the physical and chemical behavior of coated mineral and sea-salt aerosol particles over a range of atmospheric RH values using an environmental transmission electron microscope (ETEM). We present results for a sulfate-coated NaCl/silicate particle, a sulfate-coated sea-salt particle, and a Mg-rich chloride-coated sea-salt particle as representative of certain reactions in the atmosphere. Changes in size, shape, and phase of these individual particles from 0% to 100% RH are documented, providing information on the hygroscopic behavior of coated particles. 2. Methods 2.1. Sampling We studied aerosol particles from the pollution plume of an oil-refinery in the desert near Habshan, United Arab Emirates (UAE, 23/6/2002); marine air at Cape Grim, Australia (ACE-1, 11/12/1995); and polluted marine air at the Scripps Institution of Oceanography in San Diego, USA (SIO, 21/1/2006). Aerosol particles were directly impacted onto

3 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) carbon-film TEM grids using an MPS-3 microanalysis particle sampler (California Instruments, Inc.) for the UAE and SIO sets and a Casella cascade impactor for the ACE-1 field campaign. The samplers collected size-fractionated samples, of which we investigated the intermediate and fine size fractions, mm and o0.3 mm, respectively. Further information about the ACE-1 field campaign is given in Po sfai et al. (1999) and Sievering et al. (1999). Sampling methods similar to ACE-1 were employed at the SIO site Conventional TEM analyses Bright-field images and energy-dispersive X-ray spectrometry (EDS) measurements were recorded for 30 individual aerosol particles using a Philips CM200 TEM prior to ETEM analyses. The EDS measurements were carried out on each distinct phase of a particle. Measurements were restricted to 10-s exposure times to reduce particle damage; however, it is likely that volatile material evaporated (Po sfai et al., 2003). Selected-area electron diffraction confirmed the presence of NaCl and CaSO 4 in a number of particles. The morphological and chemical information obtained from conventional TEM analysis of these multi-component aerosol particles was critical to our interpretation of water uptake during ETEM experiments ETEM analyses Incremental study of water uptake on the particles was carried out using a modified Tecnai F20 TEM with an environmental cell. Temperature within this cell was maintained at 18 1C by liquid nitrogen cooling and resistive heating, while water vapor pressure was incrementally increased up to 15.5 Torr and then decreased back to vacuum conditions, exposing particles to RH values ranging from 0% to 100%. A sequence of images was recorded for increasing RH for each particle, with images taken at 15%, 40%, 50%, 55%, 60%, 65%, 70%, 75%, 82%, 89% and 100% RH. Similarly, a sequence of images for decreasing RH was recorded for each particle, with images taken at 60%, 49%, 44%, 40%, 30% and 0% RH. The electron beam was turned off after each set of images was taken to limit radiation exposure to the particles and thus reduce beam damage and particle heating (Wise et al., 2007). Deliquescence and efflorescence were observed for each of the particles examined. Prior to each ETEM experiment, the accuracy of RH measurements was verified by measuring the DRH of laboratory-generated NaCl particles. The DRH for these NaCl particles was 7572%, in agreement with the known DRH of NaCl. The ETEM experimental setup and procedure used in this study was slightly modified from that described in Wise et al. (2005) and identical to that described more fully in Wise et al. (2007). 3. Results and discussion We studied 30 coated particles; several examples and types of particles with natural coatings are illustrated at 0% RH in Fig. 1 to show their diversity. We describe the deliquescence behavior of three particles from this set in detail: (1) a NaCl/silicate aggregate particle coated by mixed-cation sulfates (UAE), (2) a sea-salt particle coated by mixed-cation sulfates (SIO), and (3) a sea-salt particle coated by mixed-cation chlorides (ACE-1). These particles comprise the intermediate-size fraction of our samples and, because of their larger sizes, best illustrate the changes we observed in replicate experiments carried out on the fine-size fraction. Coated particles were typically more abundant in the intermediate-size range at all locations. Bright-field TEM images and the EDS analyses of these three particles are given in Figs. 1 and 2. The X-ray intensities comprising the signals in Fig. 2 are a function of many factors including atomic mass, concentration, thickness, etc. Therefore, the low S signals in the spectra corresponding to the coatings were probably the result of low concentration. To obtain quantitative information, a calibration for each element with a known mass standard of approximately the same concentration and thickness is needed. Although this type of quantitative analysis is not included in this study, we believe each coating had a sulfate component. Sulfur peaks were associated with most of the coatings we measured. Likewise, we were able to use the presence or absence of peaks to infer a number of inorganic phases: NaCl, CaSO 4, MgSO 4, and MgCl 2. For example, the EDS spectra with only Mg and Cl peaks present suggest that MgCl 2 occurred as a distinct phase. The stoichiometry of other inorganic phases, especially hydrates, in the coatings could not be unambiguously determined by our measurements.

4 6228 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) Fig. 1. Bright-field images of eight-coated particles from UAE, ACE-1, and SIO field campaigns. Images 1 and 2 show particles with a partial sulfate coating; the other images show particles completely coated by a mixed sulfate or chloride phase or phases. Three particles were selected for water-uptake studies: (1) sulfate-coated NaCl/silicate aggregate (image 1); (2) mixed-cation, sulfate-coated sea-salt particle (image 4); and (3) Mg-rich chloride-coated sea-salt particle (images 8 and 9). The letters denote areas where the EDS spectra were obtained from these particles (Fig. 2) Hygroscopic properties of coated particles Deliquescence and hygroscopic growth of coated particles occurred over the range % RH. In contrast, efflorescence of these particles occurred over the narrower RH range of 44 49%. The complexity of water uptake phenomena in coated particles necessitated the use of efflorescence observations to interpret former wet regions of particles. For example, regions that showed clear recrystallization or skeletal outlines on return to 0% RH were interpreted as formerly wet. The first indication of water uptake on the coated NaCl/silicate aggregate particle occurred at 60% RH (Fig. 3), with the formation of a zone of droplets on the carbon substrate around the silicate grain. We infer that the droplets formed when the particle impacted the TEM grid and then became evident upon water uptake during the ETEM experiment. Their hygroscopic growth suggests a soluble phase at 60% RH on the surface of the aerosol particle (assuming that the splattered droplets arose from the surface regions of the particle when impacted). Water uptake, however, was minor at this RH value, which may explain why visible morphological changes did not occur on the core particle. At 70% RH, the droplets in the splatter zone surrounding the particle grew, and the first apparent change in phase (deliquescence) occurred on the surface of the particle (circled in Fig. 3 for clarity). The growth of this deliquescence sphere was much more pronounced than the growth

5 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) Fig. 2. EDS spectra obtained with a Philips CM200 TEM at 40,000 times magnification and beam size 5 (6 nm) for intervals of 10 s. (A, B): Spectra from a NaCl grain and a coated silicate grain within an aggregate particle; (C, D): Spectra from a NaCl grain and its mixed-cation sulfate coating; and (E, F): Spectra from a NaCl grain and its Mg- and Cl-rich coating. A carbon peak from the carbon substrate is present in all spectra. 0 % RH NaCl 60 % 70 % 2 µm silicate droplets 76 % NaCl 82 % 89 % del. Fig. 3. Images of a sulfate-coated NaCl/silicate aggregate as RH was increased from 0% to 89% (denoted by the up arrows). The white circle in the 70% RH panel highlights the first apparent change on the surface of the particle. No significant changes were observed from 89% to 100% RH; hence the image at 100% RH is not shown.

6 6230 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) of the particles in the splatter zone, and we surmise that this area of the particle contained a different phase. At 76% RH, deliquescence of NaCl occurred, forming a large sphere attached to the silicate grain. Droplets around the silicate and the smaller deliquescence sphere that formed at 70% RH (highlighted with the dashed arrow) also grew markedly at 76% RH. The droplets in the splatter zone and the two separate deliquescence spheres both grew over the range % RH, although this mostly occurred outside the viewing region. The main difference between coated and uncoated NaCl/mineral aggregate particles (cf. Fig. 6, Wise et al., 2007) appears to reside in the formation of the splatter zone around the particle and the formation of a protruding deliquescence sphere for RHo76%. The first signs of deliquescence on the mixed cation, sulfate-coated sea-salt particle occurred on the exterior of the particle at ca. 61% RH (circled for clarity in Fig. 4). Although no splatter zone was present around this particle, initial water uptake occurred at the same RH as the initial water uptake of the splatter zone around the sulfate-coated silicate grain in Fig. 3. We surmise that the phase taking up water in both particles was the same: on the silicate grain it formed a splatter zone, whereas on the sea-salt particle it formed an exterior zone to the main particle. We suggest that because the silicate grain was insoluble, the mixed-cation sulfates were present only on the surface of the silicate grain. If the sulfates were deliquesced under ambient conditions prior to sampling, then this liquid on the surface of the particle would have been ejected when it impacted the TEM substrate, forming a splatter zone. In contrast, if the mixedcation sulfates were present with a soluble phase like NaCl and the whole particle was deliquesced under ambient conditions prior to sampling, then it would have impacted the TEM substrate as a droplet and not ejected the mixed-cation sulfate-phase. As the RH was increased to 70%, the deliquescence sphere on the first phase grew, and a second area began to take up water (circled for clarity in Fig. 4). These droplets grew to form a sphere that 0 % RH 16 % 40 % 2 µm 61 % 65 % 70 % 75 % 82 % 89 % Fig. 4. Images of a sulfate-coated sea-salt particle as RH was increased from 0% to 89% RH. No significant changes were observed from 89% to 100% RH; hence the image at 100% RH is not shown.

7 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) partially engulfs the sea-salt particle at 70% RH. The main deliquescence sphere and a splatter zone around the main particle formed at 75% RH, which we infer was due to water uptake by NaCl. The coated exterior appears to form a barrier to growth of the main sphere, which grew out adjacent to the particle. Both the sphere and droplet zone grew over the range 82 89% RH. The main difference between coated and uncoated NaCl particles (cf. Fig. 5, Wise et al., 2007) is that the formation of the main deliquescence sphere in the latter occurs adjacent to the main particle. Upon decreasing RH, slight changes in the sulfatecoated sea-salt particle occurred at 60% RH, but full efflorescence occurred at ca. 49% RH (i.e., the morphology does not change between 49% and 0% RH in Fig. 5). EDS measurements from different regions of the effloresced particle indicate that the main deliquescence sphere crystallized back into NaCl (Fig. 6A, B), for which the thinner portion of the effloresced sphere was marked by a sulfurbearing residue (Fig. 6D). The left-most portion of the particle was also enriched in sulfates (Fig. 6C). The recrystallized splatter zone consisted of NaCl (Fig. 6E). Both the morphology and the chemistry of the effloresced-coated particle were markedly different from pure NaCl particles (Fig. 4; Wise et al., 2007). The mixed solute formed on deliquescence appears to increase the efflorescence RH (ERH of NaCl is 45% RH, Biskos et al., 2006) and to inhibit formation of well-defined cubes of NaCl. Deliquescence of the Mg-rich coated exterior of the sea-salt particle occurred at 50% RH (circled for clarity in Fig. 7). At 60% RH, portions of the splatter zone began to pick up water, and the previously wet area of the particle (highlighted with a dashed arrow) grew slightly. The main deliquescence sphere developed more fully at 70% RH, associated with hygroscopic growth of the deliquesced phases. The deliquescence sphere grew adjacent to the main particle, located at the site of initial water uptake within the coated exterior. As RH was increased to 76%, we assume the whole particle became deliquesced due to the large growth of the main deliquescence sphere. Efflorescence of the particle (Fig. 8) occurred at 45% RH, coincident with the efflorescence of NaCl. The presence of the Mg-rich chloride coating did not appear to affect particle efflorescence. No other morphological changes occurred as the RH returned to 0% RH. As with the sulfate-coated NaCl particle in Fig. 5, the main difference between coated and uncoated NaCl is that the deliquescence sphere forms adjacent to the main particle. 60 % 49 % 2 µm 45 % 0 % Fig. 5. Images of the sulfate-coated sea-salt particle in Fig. 4 as RH was decreased from 60% to 0% (denoted by down arrows).

8 6232 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) Fig. 6. EDS spectra obtained from the sulfate-coated sea-salt particle after efflorescence (Fig. 5) using the Philips CM200 TEM at 40,000 times magnification and beam size 5 (6 nm) for intervals of 10 s. A carbon peak from the carbon substrate is present in all spectra. Our results indicate that soluble coatings on insoluble or slightly soluble core particles developed splatter zones on impact with the TEM grid that were visible on deliquescence during ETEM experiments. Splatter zones were observed on different core particles (e.g., gypsum, clay minerals, and sea salt) and had different compositions. We were unable to correlate the DRH of a number of splatter zones with specific compounds, and they may comprise hydrated inorganic or organic phases (e.g., the phase present in particle coatings having DRH values of 60%). The use of ETEM to enhance and identify splatter zones around particles has further potential for a more detailed study of coatings. The presence of relatively insoluble phases (e.g., CaSO 4 ) within particle coatings appeared to inhibit formation of the main deliquescence sphere around the core particle; the sphere typically formed adjacent to the core particle and only partially engulfed the original grain. It was round and was commonly found with a splatter zone around the core particle. The deliquescence sphere typically grew from the region of the particle that first underwent deliquescence and broke out from the non-deliquesced coating. We also observed formation of deliquescence spheres adjacent to the core particle in deliquescence experiments on carbonaceous particles having soluble inclusions or soluble grains with insoluble organic coatings (Semeniuk et al., 2007). Although observing particles on a flat surface may influence this phenomenon, we suggest that a shell comprising less-soluble material can occur as a coating around particles in the atmosphere. The site of initial water uptake in the three particles described here was close to or coincident with the locations where we made EDS measurements (Figs. 1, 3, 4, and 7). However, this apparent spatial correlation occurs in only eight of the 30 particles documented in this study. The correlation is likely circumstantial and does not appear to affect our observations on water uptake, but further work will be done to confirm this supposition. The sequence of deliquescence we observed partly reflects the nature of the inorganic components within the particle, e.g., DRH of MgCl 2 is 33% and DRH of MgSO 4 7H 2 O is 66% (Gmelin, 1992), but

9 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) % RH 15 % 50 % 2 µm 60 % 65 % 70 % 76 % 82 % 89 % Fig. 7. Images of a Mg-rich chloride-coated sea-salt particle as RH was increased from 0% to 89%. No significant changes were observed from 89% to 100% RH; hence the image at 100% RH is not shown. it may also reflect chemical mixing of components. For example, changes in particle morphology associated with deliquescence of NaCl occurred at lower RH in the sea-salt particle from SIO (e.g., Fig. 4) than in laboratory-generated NaCl (Wise et al., 2007). Mixtures of NaCl and MgCl 2 in laboratory studies also took up water at lower RH (Chan et al., 2000). Highly soluble organic compounds mixed with salt also are predicted to decrease the DRH (Ming and Russell, 2002). This most likely explains our recurrent observation of water uptake associated with NaCl at around 70% RH in both sea-salt particles in this study. Main hygroscopic growth in our particles occurred above 76% RH, i.e., post-deliquescence of NaCl (Figs. 3, 4, and 7). We suggest that the dominant hygroscopic growth of these particles was associated with water uptake in the NaCl component, i.e., the phase having the highest growth factor in the particles we studied. The inorganic components that deliquesced below 76% RH, e.g., MgCl 2, only appeared to enhance this growth, whereas less hygroscopic species such as CaSO 4 did not appear to significantly affect this growth. Thus, chloride salts appeared to dominate the hygroscopic growth for the particles studied in this paper. In contrast, Ming and Russell (2001) modeled the effect of organic components on the hygroscopic growth of sea salt and found that the organic components significantly decreased hygroscopic growth of particles above 76% RH. Efflorescence occurred between 44% and 49% RH for all NaCl-bearing particles in our study, i.e., close to the ERH of NaCl, suggesting efflorescence of these multi-component particles also was dominated by NaCl. 4. Implications Many coated particles exhibited initial water uptake between 50% and 60% RH, which was significantly lower than expected for most ambient desert and marine aerosols particles. Moreover, we found that the deliquescence of coated particles

10 6234 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) % 49 % 2 µm 45 % 0 % Fig. 8. Images of the deliquesced Mg-rich chloride-coated sea-salt particle in Fig. 7 as RH was decreased from 60% to 0%. proceeds as a multi-step process involving stepwise changes in shape and size. The values and rates at which water was incorporated into a coated particle appeared to depend on the mixing state of its constituents. In contrast, efflorescence of these coated particles occurred as a single-step process linked to recrystalization of NaCl. Despite the complex water uptake behavior of coated particles, the main hygroscopic growth of particles in this study arose from water uptake by NaCl. Other organic or inorganic components in these internally mixed particles did not appear to significantly affect this water uptake. This behavior implies that droplet nucleation might also be dominated by NaCl water uptake for particles with similar surface properties. Such particles can occur in environments as diverse as continental marine and industrial pollution plumes. Acknowledgments This material is based upon work supported by the National Science Foundation under Grant no Any opinions, findings, and conclusions or recommendations expressed are those of the authors and do not necessarily reflect the views of the National Science Foundation. We acknowledge use of UAE field campaign sample material collected in summer 2002 during Phase 1 of the Rainfall Enhancement project funded by the Department of Water Resources Studies, Office of H.H. the President in the UAE and the National Center for Atmospheric Research through the sponsorship of Roelof Bruintjes. UAE TEM grids were prepared by Li Jia and Tomoko Kojima, and collected by Vidal Salazar and Tara Jensen. The aircraft was provided by Weather Modification Incorporated of Fargo, North Dakota. We also acknowledge use of TEM grids collected by Herman Sievering during the ACE-1 field campaign. We thank Miha ly Po sfai for help in selecting samples for study and for useful comments. We gratefully acknowledge the use of the electron microscope facilities within the Center for Solid State Science at Arizona State University. We thank Karl Weiss, John Wheatley, Renu Sharma, and Peter Crozier for their assistance with developing our ETEM technique. References Bauer, S.E., Koch, D., Impact of heterogeneous sulfate formation at mineral dust surfaces on aerosol loads and radiative forcing in the Goddard Institute for Space Studies general circulation model. Journal of Geophysical Research 110, D17202, doi: /2005jd

11 T.A. Semeniuk et al. / Atmospheric Environment 41 (2007) Biskos, G., Malinowski, A., Russell, L.M., Buseck, P.R., Martin, S.T., Nanosize effect on the deliquescence and the efflorescence of sodium chloride particles. Aerosol Science and Technology 40, Buseck, P.R., Po sfai, M., Airborne minerals and related aerosol particles: effects on climate and the environment. Proceedings of the National Academy of Sciences 96, Chan, C.K., Ha, Z.Y., Choi, M.Y., Study of water activities of aerosols of mixtures of sodium and magnesium salts. Atmospheric Environment 34, Ellison, G.B., Tuck, A.F., Vaida, V., Atmospheric processing of organic aerosols. Journal of Geophysical Research 104, Folkers, M., Mentel, T.F., Wahner, A., Influence of an organic coating on the reactivity of aqueous aerosols probed by the heterogeneous hydrolysis of N 2 O 5. Geophysical Research Letters 30, 1644, doi: /2003gl Formenti, P., Elbert, W., Maenhaut, W., Haywood, J., Andreae, M.O., Chemical composition of mineral dust aerosol during the Saharan Dust Experiment (SHADE) airborne campaign in the Cape Verde region, September Journal of Geophysical Research 108, 8576, doi: / 2002JD Gmelin, Handbook of Inorganic and Organometallic Chemistry. Springer, Heidelberg, New York. Han, J.-H., Hung, H.-M., Martin, S.T., Size effect of hematite and corundum inclusions on the efflorescence relative humidities of aqueous ammonium nitrate particles. Journal of Geophysical Research 107, doi: / 2001JD Han, J.-H., Martin, S.T., Heterogeneous nucleation of the efflorescence of (NH 4 )(2)SO 4 particles internally mixed with Al 2 O 3, TiO 2, and ZrO 2. Journal of Geophysical Research 104, Levin, Z., Ganor, E., Gladstein, V., The effects of desert particles coated with sulfate on rain formation in the eastern Mediterranean. Journal of Applied Meteorology 35, Levin, Z., Teller, A., Ganor, E., Yin, Y., On the interactions of mineral dust, sea-salt particles, and clouds: A measurement and modeling study from the Mediterranean Israeli Dust Experiment campaign. Journal of Geophysical Research 110, D20202, doi: /2005jd Li, J., Anderson, J.R., Buseck, P.R., TEM study of aerosol particles from clean and polluted marine boundary layers over the North Atlantic. Journal of Geophysical Research 108, 4189, doi: /2002jd Martin, S.T., Phase transitions of aqueous atmospheric particles. Chemical Reviews 100, Martin, S.T., Han, J.-H., An aerosol chemical reactor for coating metal oxide particles with (NH 4 )(2)SO 4 H 2 SO 4 H 2 O. III. Manipulation of the sulfate coating. Journal of Crystal Growth 219, Martin, S.T., Han, J.-H., Hung, H.-M., The size effect of hematite and corundum inclusions on the efflorescence relative humidities of aqueous ammonium sulfate particles. Geophysical Research Letters 28, Ming, Y., Russell, L.M., Predicted hygroscopic growth of sea salt aerosol. Journal of Geophysical Research 106, Ming, Y., Russell, L.M., Thermodynamic equilibrium of organic electrolyte mixtures in aerosol particles. AICHE Journal 48, Parungo, F., Kopcewicz, B., Nagamoto, C., Schnell, R., Sheridan, P., Zhu, C., Harris, J., Aerosol-particles in the Kuwait oil fire plumes their morphology, size distribution, chemical composition, transport, and potential effect on climate. Journal of Geophysical Research 97, Po sfai, M., Anderson, J.R., Buseck, P.R., Sievering, H., Compositional variations of sea-salt-mode aerosol particles from the North Atlantic. Journal of Geophysical Research 100, Po sfai, M., Anderson, J.R., Buseck, P.R., Sievering, H., Soot and sulfate aerosol particles in the remote marine troposphere. Journal of Geophysical Research 104, Po sfai, M., Simonics, R., Li, J., Hobbs, P.V., Buseck, P.R., Individual aerosol particles from biomass burning in southern Africa: 1. Compositions and size distributions of carbonaceous particles. Journal of Geophysical Research 108, 8483, doi: /2002jd Semeniuk, T.A., Wise, M.E., Martin, S.T., Russell, L., Buseck, P.R., Hygroscopic behavior of aerosol particles from biomass fires using environmental transmission electron microscopy. Journal of Atmospheric Chemistry 56, Sievering, H., Lerner, B., Slavich, J., Anderson, J., Posfai, M., Cainey, J., O-3 oxidation of SO 2 in sea-salt aerosol water: size distribution of non-sea-salt sulfate during the first aerosol characterization experiment (ACE 1). Journal of Geophysical Research 104, Tang, I.N., Munkelwitz, H.R., Composition and temperature-dependence of the deliquescence properties of hygroscopic aerosols. Atmospheric Environment 27, Usher, C.R., Michel, A.E., Stec, D., Grassian, V.H., Laboratory studies of ozone uptake on processed mineral dust. Atmospheric Environment 37, Wise, M.E., Biskos, G., Martin, S.T., Russell, L.M., Buseck, P.R., Phase transitions of single salt particles studied using a transmission electron microscope with an environmental cell. Aerosol Science and Technology 39, Wise, M.E., Semeniuk, T.A., Bruintjes, R.T., Martin, S.T., Russell, L.M., Buseck, P.R., Deliquescence behavior of NaCl-bearing natural aerosol particles using environmental transmission electron microscopy. Journal of Geophysical Research, in press. Wurzler, S., Reisin, T.G., Levin, Z., Modification of mineral dust particles by cloud processing and subsequent effects on drop size distributions. Journal of Geophysical Research 105, Zhao, L.J., Zhang, Y.H., Wei, Z.F., Cheng, H., Li, X.H., Magnesium sulfate aerosols studied by FTIR spectroscopy: hygroscopic properties, supersaturated structures, and implications for seawater aerosols. Journal of Physical Chemistry A 110,

DISTRIBUTION OF HIGHWAY AXLE LOADS IN WEST JAVA AND METHODS OF MEASURING VEHICLE LOADING

DISTRIBUTION OF HIGHWAY AXLE LOADS IN WEST JAVA AND METHODS OF MEASURING VEHICLE LOADING DISTRIBUTION OF HIGHWAY AXLE LOADS IN WEST JAVA AND METHODS OF MEASURING VEHICLE LOADING T 388.314 ZUL SUMMARY DISTRIBUTION OF HIGHWAY AXLE LOADS IN WEST JAVA AND METHODS OF MEASURING VEHICLE LOADING,

Lebih terperinci

Departemen Ilmu dan Teknologi Pangan Universitas Brawijaya

Departemen Ilmu dan Teknologi Pangan Universitas Brawijaya Ahmad Zaki Mubarok Maret 2012 Departemen Ilmu dan Teknologi Pangan Universitas Brawijaya Sub topik: Prinsip Umum Deskripsi Sistem Heat (Panas) Sifat Saturated dan Superheated Steam Soal-soal Beberapa proses

Lebih terperinci

Informasi Data Pokok Kota Surabaya Tahun 2012 BAB I GEOGRAFIS CHAPTER I GEOGRAPHICAL CONDITIONS

Informasi Data Pokok Kota Surabaya Tahun 2012 BAB I GEOGRAFIS CHAPTER I GEOGRAPHICAL CONDITIONS BAB I GEOGRAFIS CHAPTER I GEOGRAPHICAL CONDITIONS Indonesia sebagai negara tropis, oleh karena itu kelembaban udara nya sangat tinggi yaitu sekitar 70 90% (tergantung lokasi - lokasi nya). Sedangkan, menurut

Lebih terperinci

STUDI PENENTUAN KADAR Cu, MG, MN, ZN DALAM TABLET MULTIVITAMIN-MINERAL SECARA SPEKTROFOTOMETRI SERAPAN ATOM

STUDI PENENTUAN KADAR Cu, MG, MN, ZN DALAM TABLET MULTIVITAMIN-MINERAL SECARA SPEKTROFOTOMETRI SERAPAN ATOM STUDI PENENTUAN KADAR Cu, MG, MN, ZN DALAM TABLET MULTIVITAMIN-MINERAL SECARA SPEKTROFOTOMETRI SERAPAN ATOM ABSTRAK Telah dilakukan penelitian tentang penentuan kadar Ca. Mg, Mn, Zn dalam contoh tiruan

Lebih terperinci

TUGAS BROWSING. Diajukan untuk memenuhi salah satu tugas Eksperimen Fisika Dasar 1. Di susun oleh : INDRI SARI UTAMI PEND. FISIKA / B EFD-1 / C

TUGAS BROWSING. Diajukan untuk memenuhi salah satu tugas Eksperimen Fisika Dasar 1. Di susun oleh : INDRI SARI UTAMI PEND. FISIKA / B EFD-1 / C TUGAS BROWSING Diajukan untuk memenuhi salah satu tugas Eksperimen Fisika Dasar 1 Di susun oleh : INDRI SARI UTAMI 060888 PEND. FISIKA / B EFD-1 / C JURUSAN PENDIDIKAN FISIKA FAKULTAS PENDIDIKAN MATEMATIKA

Lebih terperinci

Tesis. Diajukan Sebagai Salah Satu Syarat untuk Memperoleh Gelar MAGISTER TEKNOLOGI PENDIDIKAN

Tesis. Diajukan Sebagai Salah Satu Syarat untuk Memperoleh Gelar MAGISTER TEKNOLOGI PENDIDIKAN KEMAMPUAN MEMAHAMI BACAAN BAHASA INGGRIS MAHASISWA SETARA PROGRAM DIPLOMA SATU Kasus : Studi Korelasi Penguasaan Kosakata, Motivasi Berprestasi, dan Persepsi tentang Kompetens Instruktur dengan Kemampuan

Lebih terperinci

ABSTRAK. Kata Kunci: Metode Pembelajaran Gallery Walk, proses belajar, hasil belajar.

ABSTRAK. Kata Kunci: Metode Pembelajaran Gallery Walk, proses belajar, hasil belajar. ABSTRAK Skripsi dengan judul Penerapan Metode Gallery Walk untuk Meningkatkan Hasil Belajar Bahasa Jawa Peserta Didik Kelas III MIN Pandansari Ngunut ditulis oleh Mufidatur Rosidah, NIM 2817133112, dibimbing

Lebih terperinci

Statistika Farmasi

Statistika Farmasi Bab 4: Uji Hipotesis Statistika FMIPA Universitas Islam Indonesia Uji Hipotesis Hipotesis Suatu pernyataan tentang besarnya nilai parameter populasi yang akan diuji. Pernyataan tersebut masih lemah kebenarannya

Lebih terperinci

Chemical Kinetics. A study on reaction rate and mechanism

Chemical Kinetics. A study on reaction rate and mechanism Chemical Kinetics A study on reaction rate and mechanism Introduction Measurement of Reaction Rate Determination of Reaction Rate Influence of Temperature Reaction Mechanism Catalysis 1 Reaction Mechanisms

Lebih terperinci

EXTRACTION. Unit Operasi 2014

EXTRACTION. Unit Operasi 2014 EXTRACTION Unit Operasi 2014 Extraction a separation process, based on differences in solubility Extraction is one of the most useful and widely used chemical separation methods. There are two types of

Lebih terperinci

THESIS Submitted to The Faculty of Agricultural Technology in partial fulfillment of the requirements for obtaining the Bachelor Degree

THESIS Submitted to The Faculty of Agricultural Technology in partial fulfillment of the requirements for obtaining the Bachelor Degree EFFECT OF SOAKING PRETREATMENTS ON THE DRYING KINETICS AND REHYDRATION CHARACTERISTICS OF PETAI BEANS (Parkia speciosa) EFEK PERLAKUAN AWAL PERENDAMAN PADA LAJU PENGERINGAN DAN KARAKTERISTIK REHIDRASI

Lebih terperinci

Comparative Statics Slutsky Equation

Comparative Statics Slutsky Equation Comparative Statics Slutsky Equation 1 Perbandingan Statis Perbandingan 2 kondisi ekuilibrium yang terbentuk dari perbedaan nilai parameter dan variabel eksogen Contoh: Perbandingan 2 keputusan konsumen

Lebih terperinci

Abstrak. Studi tentang..., Fitri Yuli Zulkifli, FT UI., Universitas Indonesia

Abstrak. Studi tentang..., Fitri Yuli Zulkifli, FT UI., Universitas Indonesia Abstrak Nama : Fitri Yuli Zulkifli Program studi : Departemen Teknik Elektro Judul : Studi Tentang Antenna Mikrostrip dengan Defected Ground Structure (DGS) Promotor : Prof.Dr.Ir. Eko Tjipto Rahardjo,

Lebih terperinci

SIMULASI MONTE CARLO RISK MANAGEMENT DEPARTMENT OF INDUSTRIAL ENGINEERING

SIMULASI MONTE CARLO RISK MANAGEMENT DEPARTMENT OF INDUSTRIAL ENGINEERING SIMULASI MONTE CARLO RISK MANAGEMENT DEPARTMENT OF INDUSTRIAL ENGINEERING PENGANTAR Simulasi Monte Carlo didefinisikan sebagai semua teknik sampling statistik yang digunakan untuk memperkirakan solusi

Lebih terperinci

EFISIENSI JUMLAH ARMADA BUS PATAS AC ANTAR BEBERAPA PERUSAHAAN BERDASARKAN METODE PERTUKARAN TRAYEK DI DKI JAKARTA TESIS

EFISIENSI JUMLAH ARMADA BUS PATAS AC ANTAR BEBERAPA PERUSAHAAN BERDASARKAN METODE PERTUKARAN TRAYEK DI DKI JAKARTA TESIS EFISIENSI JUMLAH ARMADA BUS PATAS AC ANTAR BEBERAPA PERUSAHAAN BERDASARKAN METODE PERTUKARAN TRAYEK DI DKI JAKARTA TESIS Karya tulis sebagai salah satu syarat untuk memperoleh gelar Magister dari Institut

Lebih terperinci

PENELITIAN KECELAKAAN KEHILANGAN PENDINGIN DI KAKI DINGIN REAKTOR PADA UNTAI UJI TERMOHIDROLIKA REAKTOR

PENELITIAN KECELAKAAN KEHILANGAN PENDINGIN DI KAKI DINGIN REAKTOR PADA UNTAI UJI TERMOHIDROLIKA REAKTOR PENELITIAN KECELAKAAN KEHILANGAN PENDINGIN DI KAKI DINGIN REAKTOR PADA UNTAI UJI TERMOHIDROLIKA REAKTOR T 621.483 SET Abstrak Kecelakaan kehilangan pendingin (LOCA) merupakan kecelakaan besar yang dipostulasikan

Lebih terperinci

Keywords: Cost of Promotion, income level. Universitas Kristen Maranatha

Keywords: Cost of Promotion, income level. Universitas Kristen Maranatha ABSTRACT O LAUNDRY is a company which is engaged in laundering clothes dry and cleaner. O LAUNDRY Gegerkalong located in Bandung. The purpose of this research is to investigate the implementation of promotional

Lebih terperinci

PROSEDUR PENGUJIAN TANAH UNTUK BEBERAPA DAERAH DI JAWA BARAT

PROSEDUR PENGUJIAN TANAH UNTUK BEBERAPA DAERAH DI JAWA BARAT PROSEDUR PENGUJIAN TANAH UNTUK BEBERAPA DAERAH DI JAWA BARAT RINGRASAN PROCEDURES FOR TESTING OF WEST JAVA SOILS, Bemby Sunaryo, 1992, Program Magister Sistem dan Teknik Jalan Raya, Program Pasca Sarjana,

Lebih terperinci

No Urut : 120/S2-TL/TPL/1999

No Urut : 120/S2-TL/TPL/1999 No Urut : 120/S2-TL/TPL/1999 KAJI AN TEORITIS MANFAAT PEROLEHAN DAN PENGGUNAAN KEMIBALI PELARUT METHANOL DAN 2-PROPANOL DARI LIMBAH PROSES QUALITY CONTROL INDUSTRI FARMASI I DENGAN TEKNIK DESTILAS Studi

Lebih terperinci

Abstrak

Abstrak Universitas Indonesia Library >> UI - Skripsi (Open) Pengaruh waktu pemeraman terhadap kuat geser tanah ekspansif daerah Cikarang, Jawa Barat yang distabilisasi dengan semen, pasir dan kapur = the effect

Lebih terperinci

PERBANDINGAN MANFAAT INVESTASI DARI BERBAGAI METODA PEMBEBANAN BERLEBIH

PERBANDINGAN MANFAAT INVESTASI DARI BERBAGAI METODA PEMBEBANAN BERLEBIH PERBANDINGAN MANFAAT INVESTASI DARI BERBAGAI METODA PEMBEBANAN BERLEBIH ABSTRAK Pembebanan Wardrop's equilibrium (inelastis) mengasumsikan bahwa jumlah total perjalanan akan seluruhnya dibebankan ke seluruh

Lebih terperinci

ANALISIS TIPE HUJAN, PERUBAHAN INTER- DECADAL, DAN STRATEGI PENGEMBANGAN PADI DI WILAYAH PAPUA

ANALISIS TIPE HUJAN, PERUBAHAN INTER- DECADAL, DAN STRATEGI PENGEMBANGAN PADI DI WILAYAH PAPUA ANALISIS TIPE HUJAN, PERUBAHAN INTER- DECADAL, DAN STRATEGI PENGEMBANGAN PADI DI WILAYAH PAPUA ANALYSIS TYPE OF RAIN, INTER-DECADAL CHANGES AND RICE DEVELOPMENT STRATEGY IN THE PAPUA D. Wasgito Purnomo

Lebih terperinci

PERILAKU STATIS DAN DINAMIS STRUKTUR BETON PRACETAK DENGAN SISTEM SAMBUNGAN

PERILAKU STATIS DAN DINAMIS STRUKTUR BETON PRACETAK DENGAN SISTEM SAMBUNGAN PERILAKU STATIS DAN DINAMIS STRUKTUR BETON PRACETAK DENGAN SISTEM SAMBUNGAN DISERTASI Karya tulis sebagai salah satu syarat untuk memperoleh gelar Doktor dari Institut Teknologi Bandung Oleh HERY RIYANTO

Lebih terperinci

Insects Pollinators Communities In Distinct Habitats and Distances from Margin Forest of Gunung Halimun-Salak National Park

Insects Pollinators Communities In Distinct Habitats and Distances from Margin Forest of Gunung Halimun-Salak National Park DKSHE Insects Pollinators Communities In Distinct Habitats and Distances from Margin Forest of Gunung Halimun-Salak National Park By Reisky Maulana 1, Ani Mardiastuti 2, and Damayanti Buchori 3 Pollination

Lebih terperinci

Melihat hasil penelitian seperti di atas maka ada beberapa saran yang diberikan untuk peningkatan komitmen organsiasi di PT Telkom Tbk Kantor Divre V

Melihat hasil penelitian seperti di atas maka ada beberapa saran yang diberikan untuk peningkatan komitmen organsiasi di PT Telkom Tbk Kantor Divre V RINGKASAN Karyawan dan perusahaan merupakan dua pihak yang saling membutuhkan dan masing-masing mempunyai tujuan. Untuk mengusahakan integrasi antara tujuan perusahaan dan tujuan karyawan, perlu diketahui

Lebih terperinci

ABSTRAK. i Universitas Kristen Maranatha

ABSTRAK. i Universitas Kristen Maranatha ABSTRAK Seiring dengan berkembangnya teknologi dan ilmu pengetahuan, perubahan masyarakat, pemahaman cara belajar, serta kemajuan media komunikasi dan informasi memberikan tantangan tersendiri bagi kegiatan

Lebih terperinci

PENGARUH PERUBAHAN PARAMETER "A" SKEMPTON PADA KELAKUAN KONSOLIDASI TANAH LUNAK AKIBAT BEBAN TIMBUNAN

PENGARUH PERUBAHAN PARAMETER A SKEMPTON PADA KELAKUAN KONSOLIDASI TANAH LUNAK AKIBAT BEBAN TIMBUNAN PENGARUH PERUBAHAN PARAMETER "A" SKEMPTON PADA KELAKUAN KONSOLIDASI TANAH LUNAK AKIBAT BEBAN TIMBUNAN RINGKASAN PENGARUH PERUBAHAN PARAMETER "A" SKEMPTON PADA KELAKUAN KONSOLIDASI TANAH LUNAK AKIBAT BEBAN

Lebih terperinci

Teams Achievement Division (STAD) pada mata pelajaran Matematika materi

Teams Achievement Division (STAD) pada mata pelajaran Matematika materi ABSTRAK Skripsi dengan judul Penerapan Model Pembelajaran Kooperatif Tipe Student Teams Achievement Division (STAD) Untuk Meningkatkan Hasil Belajar Matematika Peserta Didik Kelas V MI Al Irsyad Karangbendo

Lebih terperinci

Kata Kunci: Resin komposit berbasis polymethylmethacrylate, White carbon black nanorod, Alumina nanopartikel, Kekerasan.

Kata Kunci: Resin komposit berbasis polymethylmethacrylate, White carbon black nanorod, Alumina nanopartikel, Kekerasan. ABSTRAK Resin polymethylmethacrylate merupakan salah satu bahan yang dapat digunakan untuk pembuatan mahkota jaket karena memiliki nilai estetik yang cukup baik, pembuatanya sederhana dan harganya relatif

Lebih terperinci

catatan lapangan, dan dokumentasi. Analisis data yang digunakan mencakup reduksi data, penyajian data, dan penarikan kesimpulan.

catatan lapangan, dan dokumentasi. Analisis data yang digunakan mencakup reduksi data, penyajian data, dan penarikan kesimpulan. ABSTRAK Skripsi yang berjudul Penerapan Model Pembelajaran Kooperatif Tipe Index Card Match Untuk Meningkatkan Hasil Belajar Aqidah Akhlak Peserta Didik Kelas III MI Roudlotul Ulum Jabalsari Sumbergempol

Lebih terperinci

Lecture #6. Dioda Semikonduktor (Semiconductor Diode) Rangkaian Peredam Sinyal (Filter) Filter lolos rendah pasif Filter lolos tinggi pasif

Lecture #6. Dioda Semikonduktor (Semiconductor Diode) Rangkaian Peredam Sinyal (Filter) Filter lolos rendah pasif Filter lolos tinggi pasif Lecture #6 Rangkaian Peredam Sinyal (Filter) Filter lolos rendah pasif Filter lolos tinggi pasif Dioda Semikonduktor (Semiconductor Diode) Basic electronic / Yohandri Contents : Semiconductor Theory P-N

Lebih terperinci

STUDI PERBANDINGAN KEHILANGAN PRODUKSI SUMUR-SUMUR HORIZONTAL DAN VERTIKAL AKIBAT KERUSAKAN FORMASI PRODUKTIF

STUDI PERBANDINGAN KEHILANGAN PRODUKSI SUMUR-SUMUR HORIZONTAL DAN VERTIKAL AKIBAT KERUSAKAN FORMASI PRODUKTIF STUDI PERBANDINGAN KEHILANGAN PRODUKSI SUMUR-SUMUR HORIZONTAL DAN VERTIKAL AKIBAT KERUSAKAN FORMASI PRODUKTIF Akibat kerusakan formasi (formation damage) pada produktivitas sumur vertikal dan penanggulangannya

Lebih terperinci

FUSI CITRA BERBASIS COMPRESSIVE SENSING

FUSI CITRA BERBASIS COMPRESSIVE SENSING ABSTRAK FUSI CITRA BERBASIS COMPRESSIVE SENSING Disusun oleh : Kristian Hernowo (1022022) Jurusan Teknik Elektro, Fakultas Teknik, Universitas Kristen Maranatha Jl. Prof. Drg. Suria Sumantri, MPH. No.

Lebih terperinci

PERBANDINGAN KOMPETENSI ANTARA KURIKULUM KTSP DENGAN IGSE (Physics Science) Heru Kuswanto. Kompetensi Dasar

PERBANDINGAN KOMPETENSI ANTARA KURIKULUM KTSP DENGAN IGSE (Physics Science) Heru Kuswanto. Kompetensi Dasar PERBANDINGAN KOMPETENSI ANTARA KURIKULUM KTSP DENGAN IGSE (Physics Science) Kelas VII Semester 1 Heru Kuswanto Standar Kompetensi 1. Memahami prosedur ilmiah untuk mempelajari benda-benda alam dengan menggunakan

Lebih terperinci

2013 PENERAPAN METODE KERJA KELOMPOK UNTUK MENINGKATKAN PEMAHAMAN KONSEP OPERASI HITUNG BILANGAN BULAT PADA ANAK DIDIK

2013 PENERAPAN METODE KERJA KELOMPOK UNTUK MENINGKATKAN PEMAHAMAN KONSEP OPERASI HITUNG BILANGAN BULAT PADA ANAK DIDIK ABSTRAK Marlina, 2013. Penelitian ini berangkat dari permasalahan kurangnya prestasi belajar siswa pada pokok bahasan operasi hitung bilangan bulat SDN Paniis Kecamatan Tanjungkerta Kabupaten Sumedang

Lebih terperinci

ABSTRAK. Kata Kunci : Kooperatif, Make A Match, dan Hasil Belajar Bahasa Inggris,.

ABSTRAK. Kata Kunci : Kooperatif, Make A Match, dan Hasil Belajar Bahasa Inggris,. ABSTRAK Skripsi dengan judul Penerapan Model Pembelajaran Kooperatif Tipe Make A Match Untuk Meningkatkan Hasil Belajar Bahasa Inggris Peserta Didik Kelas IV SDN I Tertek Tulungagung. Ini ditulis oleh

Lebih terperinci

ABSTRAK. Kata kunci : Pengendalian Kualitas, peta kendali u, diagram sebab akibat, kulit. Universitas Kristen Maranatha. vii

ABSTRAK. Kata kunci : Pengendalian Kualitas, peta kendali u, diagram sebab akibat, kulit. Universitas Kristen Maranatha. vii ABSTRAK Perusahaan-perusahaan di Indonesia dihadapkan dengan persaingan global, dimana semua perusahaan bersaing untuk menjadi yang terbaik. Untuk memenangkan persaingan ini, semua perusahaan harus memperhatikan

Lebih terperinci

POLA RESPIRASI BUAH TOMAT (Lycopersicum esculentum) YANG DI-COATING DENGAN GEL LIDAH BUAYA (Aloe vera barbadensis Miller) SELAMA PENYIMPANAN SKRIPSI

POLA RESPIRASI BUAH TOMAT (Lycopersicum esculentum) YANG DI-COATING DENGAN GEL LIDAH BUAYA (Aloe vera barbadensis Miller) SELAMA PENYIMPANAN SKRIPSI POLA RESPIRASI BUAH TOMAT (Lycopersicum esculentum) YANG DI-COATING DENGAN GEL LIDAH BUAYA (Aloe vera barbadensis Miller) SELAMA PENYIMPANAN SKRIPSI OLEH: FELANY SUTANTO NRP 6103013025 PROGRAM STUDI TEKNOLOGI

Lebih terperinci

KESASTRAAN MELAYU TIONGHOA DAN KEBANGSAAN INDONESIA: JILID 2 FROM KPG (KEPUSTAKAAN POPULER GRAMEDIA)

KESASTRAAN MELAYU TIONGHOA DAN KEBANGSAAN INDONESIA: JILID 2 FROM KPG (KEPUSTAKAAN POPULER GRAMEDIA) Read Online and Download Ebook KESASTRAAN MELAYU TIONGHOA DAN KEBANGSAAN INDONESIA: JILID 2 FROM KPG (KEPUSTAKAAN POPULER GRAMEDIA) DOWNLOAD EBOOK : KESASTRAAN MELAYU TIONGHOA DAN KEBANGSAAN Click link

Lebih terperinci

ABSTRAK UNIVERSITAS KRISTEN MARANATHA

ABSTRAK UNIVERSITAS KRISTEN MARANATHA ABSTRAK Penelitian ini dilaksanakan untuk mengetahui peranan pelatihan Learning and Study Strategies (LASSI) yang berfokus pada will terhadap peningkatan will pada mahasiswa Fakultas Psikologi Universitas

Lebih terperinci

A. LAPORAN HASIL PENELITIAN

A. LAPORAN HASIL PENELITIAN A. LAPORAN HASIL PENELITIAN B. DRAF ARTIKEL ILMIAH C. LAMPIRAN RINGKASAN DAN SUMMARY RINGKASAN Pembibitan Mangrove secara Ex Situ dengan Air Tawar Telah dilakukan penelitian pembibitan Bruguiera gymnorrhiza,

Lebih terperinci

ESKALASI HARGA KONTRAK KONSTRUKSI MENGGUNAKAN LEADING ECONOMIC INDICATORS STUDI KASUS PROYEK JALAN LAYANG DAN JEMBATAN PASTEUR-CIKAPAYANG-SURAPATI

ESKALASI HARGA KONTRAK KONSTRUKSI MENGGUNAKAN LEADING ECONOMIC INDICATORS STUDI KASUS PROYEK JALAN LAYANG DAN JEMBATAN PASTEUR-CIKAPAYANG-SURAPATI ESKALASI HARGA KONTRAK KONSTRUKSI MENGGUNAKAN LEADING ECONOMIC INDICATORS STUDI KASUS PROYEK JALAN LAYANG DAN JEMBATAN PASTEUR-CIKAPAYANG-SURAPATI TUGAS AKHIR SEBAGAI SALAH SATU SYARAT UNTUK MENYELESAIKAN

Lebih terperinci

Pengembangan pertanian organik (kasus penerapan pupuk organik pada padi sawah di kecamatan arga makmur; Kabupaten Bengkulu Utara, Propinsi Bengkulu)

Pengembangan pertanian organik (kasus penerapan pupuk organik pada padi sawah di kecamatan arga makmur; Kabupaten Bengkulu Utara, Propinsi Bengkulu) Universitas Indonesia Library >> UI - Tesis (Membership) Pengembangan pertanian organik (kasus penerapan pupuk organik pada padi sawah di kecamatan arga makmur; Kabupaten Bengkulu Utara, Propinsi Bengkulu)

Lebih terperinci

LAPORAN TUGAS AKHIR PEMBUATAN GELAS TRANSPARAN FTO SEBAGAI BAHAN BAKU SEL SURYA

LAPORAN TUGAS AKHIR PEMBUATAN GELAS TRANSPARAN FTO SEBAGAI BAHAN BAKU SEL SURYA LAPORAN TUGAS AKHIR PEMBUATAN GELAS TRANSPARAN FTO SEBAGAI BAHAN BAKU SEL SURYA Disusun Oleh: EVALIKA ASTUTI FAUZIAH I 8310031 FITRI NUR PRATIWI I 8310033 PROGRAM STUDI DIPLOMA III TEKNIK KIMIA FAKULTAS

Lebih terperinci

Calibration of Tropical Pacific Marine Sediment Indices (8 180) to Sea Surface Temperature

Calibration of Tropical Pacific Marine Sediment Indices (8 180) to Sea Surface Temperature BULETIN GEOLOGI, Vol. 35, No. 1, 2003 Calibration of Tropical Pacific Marine Sediment Indices (8 180) to Sea Surface Temperature KHOIRIL ANWAR MARYUNANI Department of Geology ITB, Jalan Ganesa 10 Bandung,

Lebih terperinci

PEMBUATAN PERANGKAT LUNAK UNTUK PREDIKSI SIFAT TERMODINAMIKA DAN TRANSPORT CAMPURAN TERNER HIDROKARBON

PEMBUATAN PERANGKAT LUNAK UNTUK PREDIKSI SIFAT TERMODINAMIKA DAN TRANSPORT CAMPURAN TERNER HIDROKARBON PEMBUATAN PERANGKAT LUNAK UNTUK PREDIKSI SIFAT TERMODINAMIKA DAN TRANSPORT CAMPURAN TERNER HIDROKARBON ABSTRAK Penelitian ini membahas usaha penggantian R-l2 dengan refrigeran campuran hidrokarbon dan

Lebih terperinci

PROGRAM STUDI TEKNOLOGI PANGAN FAKULTAS TEKNOLOGI PERTANIAN UNIVERSITAS KATOLIK SOEGIJAPRANATA SEMARANG

PROGRAM STUDI TEKNOLOGI PANGAN FAKULTAS TEKNOLOGI PERTANIAN UNIVERSITAS KATOLIK SOEGIJAPRANATA SEMARANG PENGARUH KOMPOSISI BAHAN BAKU, KEMASAN, DAN SUHU PENYIMPANAN TERHADAP SIFAT FISIKOKIMIA, SENSORIS DAN MIKROBIOLOGIS MINUMAN SARI BUAH JAMBU BIJI MERAH (Psidium guajava Linn) THE EFFECTS OF RAW MATERIAL

Lebih terperinci

KINERJA PROPERTI SEMARBUT ASPAL TIPE I (EKSTRAKSI ASBUTON EMULSI SEBAGAI MODIFIKASI BITUMEN)

KINERJA PROPERTI SEMARBUT ASPAL TIPE I (EKSTRAKSI ASBUTON EMULSI SEBAGAI MODIFIKASI BITUMEN) KINERJA PROPERTI SEMARBUT ASPAL TIPE I (EKSTRAKSI ASBUTON EMULSI SEBAGAI MODIFIKASI BITUMEN) SKRIPSI Disusun Sebagai Salah Satu Syarat Menempuh Ujian Sarjana Pada Jurusan Teknik Sipil Fakultas Teknik Universitas

Lebih terperinci

Inggang Perwangsa Nuralam, SE., MBA

Inggang Perwangsa Nuralam, SE., MBA Inggang Perwangsa Nuralam, SE., MBA Business analysts examine the entire business area and take a thoughtful or even creative approach to developing ideas for solutions. Seorang Bisnis Analis menguji semua

Lebih terperinci

Sistem Informasi. Soal Dengan 2 Bahasa: Bahasa Indonesia Dan Bahasa Inggris

Sistem Informasi. Soal Dengan 2 Bahasa: Bahasa Indonesia Dan Bahasa Inggris Sistem Informasi Soal Dengan 2 Bahasa: Bahasa Indonesia Dan Bahasa Inggris 1. Kita mengetahui bahwa perkembangan teknologi di zaman sekarang sangat pesat dan banyak hal yang berubah dalam kehidupan kita.

Lebih terperinci

PEMETAAN BAHAYA LONGSORAN BERDASARKAN KLASlFlKASl STATlSTlK PEUBAH TUNGGAL MENGGUNAKAN SIG: STUD1 KASUS DAERAH CIAWI-PUNCAK-PACET, JAWA-BARAT

PEMETAAN BAHAYA LONGSORAN BERDASARKAN KLASlFlKASl STATlSTlK PEUBAH TUNGGAL MENGGUNAKAN SIG: STUD1 KASUS DAERAH CIAWI-PUNCAK-PACET, JAWA-BARAT JURNAL llmu TANAH DAN LINGKUNGAN, APRIL l-, h. 7-18 VOL 2, NO. 1 Journal d Soil Sciences md Envfmnnmnt, AprY 1998, p. 7-16 ISSN 1410-7333 PEMETAAN BAHAYA LONGSORAN BERDASARKAN KLASlFlKASl STATlSTlK PEUBAH

Lebih terperinci

ABSTRAK. iii Universitas Kristen Maranatha

ABSTRAK. iii Universitas Kristen Maranatha ABSTRAK Penelitian ini dilakukan untuk mendapatkan gambaran tentang efek terapi dengan pendekatan Cognitive-Behavioral (C-B) dalam menurunkan intensitas nyeri pada pasien nyeri punggung bawah (NPB) kronik.

Lebih terperinci

ESTIMASI PARAMETER TURBULENSI UNTUK JASA PENERBANGAN BERBASIS ANALISIS DATA RADIOSONDE ZAINAL ABIDIN

ESTIMASI PARAMETER TURBULENSI UNTUK JASA PENERBANGAN BERBASIS ANALISIS DATA RADIOSONDE ZAINAL ABIDIN ESTIMASI PARAMETER TURBULENSI UNTUK JASA PENERBANGAN BERBASIS ANALISIS DATA RADIOSONDE ZAINAL ABIDIN DEPARTEMEN GEOFISIKA DAN METEOROLOGI FAKULTAS MATEMATIKA DAN ILMU PENGETAHUAN ALAM INSTITUT PERTANIAN

Lebih terperinci

INDUSTRIAL ENGINEERING

INDUSTRIAL ENGINEERING INDUSTRIAL ENGINEERING ENGINEERING The application of scientific and mathematical principles to practical ends such as the design, manufacture, and operation of efficient and economical structures, machines,

Lebih terperinci

ABSTRAK PERBANDINGAN EFEKTIVITAS PENGGUNAAN ABATE (TEMEFOS) PADA LARVA NYAMUK CULEX DI DALAM DAN DI LUAR RUANGAN

ABSTRAK PERBANDINGAN EFEKTIVITAS PENGGUNAAN ABATE (TEMEFOS) PADA LARVA NYAMUK CULEX DI DALAM DAN DI LUAR RUANGAN ABSTRAK PERBANDINGAN EFEKTIVITAS PENGGUNAAN ABATE (TEMEFOS) PADA LARVA NYAMUK CULEX DI DALAM DAN DI LUAR RUANGAN Fanny Wiliana, 2006. Pembimbing : Susy Tjahjani, dr., M.Kes Meilinah Hidayat, dr., M.Kes

Lebih terperinci

STUDI PERBANDINGAN PENURUNAN KELOMPOK TIANG DITINJAU DARI FAKTOR INTERAKSI DENGAN PENDEKATAN ELASTIK TESIS

STUDI PERBANDINGAN PENURUNAN KELOMPOK TIANG DITINJAU DARI FAKTOR INTERAKSI DENGAN PENDEKATAN ELASTIK TESIS STUDI PERBANDINGAN PENURUNAN KELOMPOK TIANG DITINJAU DARI FAKTOR INTERAKSI DENGAN PENDEKATAN ELASTIK TESIS Karya tulis sebagai salah satu syarat untuk memperoleh gelar Magister dari Institut Teknologi

Lebih terperinci

TINJAUAN KEEFEKTIFAN SISTEM GEOSINTETIK DIANGKUR SEBAGAI METODA PERKUATAN LERENG MELALUI UJI LAPANGAN DAN UJI MODEL LABORATORIUM TESIS MAGISTER

TINJAUAN KEEFEKTIFAN SISTEM GEOSINTETIK DIANGKUR SEBAGAI METODA PERKUATAN LERENG MELALUI UJI LAPANGAN DAN UJI MODEL LABORATORIUM TESIS MAGISTER TINJAUAN KEEFEKTIFAN SISTEM GEOSINTETIK DIANGKUR SEBAGAI METODA PERKUATAN LERENG MELALUI UJI LAPANGAN DAN UJI MODEL LABORATORIUM TESIS MAGISTER Oleh Abdurrachman H, 250 97 010 BIDANG KHUSUS GEOTEKNIK PROGRAM

Lebih terperinci

THE APPLICATION OF TURN TAKING SYSTEMATICS IN DR. CIPTO ENGLISH CONVERSATION GROUP

THE APPLICATION OF TURN TAKING SYSTEMATICS IN DR. CIPTO ENGLISH CONVERSATION GROUP THE APPLICATION OF TURN TAKING SYSTEMATICS IN DR. CIPTO ENGLISH CONVERSATION GROUP A Thesis Presented as Partial Fulfillment of the Requirements to Obtain the Sarjana Sastra Degree in the English Letters

Lebih terperinci

ABSTRAK Program Magister Psikologi Universitas Kristen Maranatha

ABSTRAK Program Magister Psikologi  Universitas Kristen Maranatha ABSTRAK Penelitian ini berjudul Perancangan dan Uji Coba Modul Pelatihan Self Efficacy Dalam Mengerjakan Skripsi Pada Mahasiswa Fakultas Psikologi Universitas Jenderal Achmad Yani. Penelitian ini dilatarbelakangi

Lebih terperinci

SISTEM PENGENALAN PENGUCAPAN HURUF VOKAL DENGAN METODA PENGUKURAN SUDUT BIBIR PADA CITRA 2 DIMENSI ABSTRAK

SISTEM PENGENALAN PENGUCAPAN HURUF VOKAL DENGAN METODA PENGUKURAN SUDUT BIBIR PADA CITRA 2 DIMENSI ABSTRAK SISTEM PENGENALAN PENGUCAPAN HURUF VOKAL DENGAN METODA PENGUKURAN SUDUT BIBIR PADA CITRA 2 DIMENSI Adhi Fajar Sakti Wahyudi (0722062) Jurusan Teknik Elektro Email: afsakti@gmail.com ABSTRAK Teknologi pengenalan

Lebih terperinci

ANALISIS CAPAIAN OPTIMASI NILAI SUKU BUNGA BANK SENTRAL INDONESIA: SUATU PENGENALAN METODE BARU DALAM MENGANALISIS 47 VARIABEL EKONOMI UNTU

ANALISIS CAPAIAN OPTIMASI NILAI SUKU BUNGA BANK SENTRAL INDONESIA: SUATU PENGENALAN METODE BARU DALAM MENGANALISIS 47 VARIABEL EKONOMI UNTU ANALISIS CAPAIAN OPTIMASI NILAI SUKU BUNGA BANK SENTRAL INDONESIA: SUATU PENGENALAN METODE BARU DALAM MENGANALISIS 47 VARIABEL EKONOMI UNTU READ ONLINE AND DOWNLOAD EBOOK : ANALISIS CAPAIAN OPTIMASI NILAI

Lebih terperinci

KORELASI NILAI INTERNATIONAL ROUGHNESS INDEX (IRI) HASIL PENGUKURAN ALAT MERLIN DAN BUMP INTEGRATOR

KORELASI NILAI INTERNATIONAL ROUGHNESS INDEX (IRI) HASIL PENGUKURAN ALAT MERLIN DAN BUMP INTEGRATOR KORELASI NILAI INTERNATIONAL ROUGHNESS INDEX (IRI) HASIL PENGUKURAN ALAT MERLIN DAN BUMP INTEGRATOR ABSTRAK KORELASI NILAI INTERNATIONAL ROUGHNESS INDEX (IRI) HASIL PENGUKURAN ALAT MERLIN DAN BUMP INTEGRATOR

Lebih terperinci

Persebaran Burung di Koridor Hijau Jalan (Studi Kasus di Koridor Hijau Jalan di Jakarta)

Persebaran Burung di Koridor Hijau Jalan (Studi Kasus di Koridor Hijau Jalan di Jakarta) Universitas Indonesia Library >> UI - Tesis (Membership) Persebaran Burung di Koridor Hijau Jalan (Studi Kasus di Koridor Hijau Jalan di Jakarta) Deskripsi Lengkap: http://lib.ui.ac.id/abstrakpdfdetail.jsp?id=72342&lokasi=lokal

Lebih terperinci

DEVELOPMENT OF MAXIMUM ENTROPY ESTIMATOR FOR CALIBRATING TRIP DISTRIBUTION MODELS

DEVELOPMENT OF MAXIMUM ENTROPY ESTIMATOR FOR CALIBRATING TRIP DISTRIBUTION MODELS DEVELOPMENT OF MAXIMUM ENTROPY ESTIMATOR FOR CALIBRATING TRIP DISTRIBUTION MODELS f T ( i T 3 8 8. 4 1 3 W I D SUMMARY DEVELOPMENT OF MAXIMUM ENTROPY (ME) ESTIMATOR FOR CALIBRATING TRIP DISTRIBUTION MODELS,

Lebih terperinci

SUKSES BERBISNIS DI INTERNET DALAM 29 HARI (INDONESIAN EDITION) BY SOKARTO SOKARTO

SUKSES BERBISNIS DI INTERNET DALAM 29 HARI (INDONESIAN EDITION) BY SOKARTO SOKARTO Read Online and Download Ebook SUKSES BERBISNIS DI INTERNET DALAM 29 HARI (INDONESIAN EDITION) BY SOKARTO SOKARTO DOWNLOAD EBOOK : SUKSES BERBISNIS DI INTERNET DALAM 29 HARI Click link bellow and free

Lebih terperinci

5. The removed-treatment design with pretest & posttest Design: O 1 X O 2 O 3 X O 4 Problem: O 2 - O 3 not thesame with O 3 - O 4 construct validity o

5. The removed-treatment design with pretest & posttest Design: O 1 X O 2 O 3 X O 4 Problem: O 2 - O 3 not thesame with O 3 - O 4 construct validity o 4. The nonequivalent dependent variables design Design: O 1A X O 2A O 1B O 2B Problem: Growth rate unrepresentative measure continuous assumption 01-2-3 5. The removed-treatment design with pretest & posttest

Lebih terperinci

TESIS MAGISTER OLEH : RM. RUSTAMAJI NIM

TESIS MAGISTER OLEH : RM. RUSTAMAJI NIM STUDI ANALISIS DAN EKSPERIMENTASI PERBAIKAN TANAH GAMBUT DENGAN CLEANSET CEMENT SEBAGAI ALTERNATIF PERBAIKAN TANAH DASAR UNTUK KONSTRUKSI TIMBUNAN BADAN JALAN TESIS MAGISTER OLEH : RM. RUSTAMAJI NIM. 25095012

Lebih terperinci

ADLN - Perpustakaan Universitas Airlangga

ADLN - Perpustakaan Universitas Airlangga HUBUNGAN NILAI AKUMULASI LOGAM BERAT MERKURI (Hg) PADA KERANG BATIK (Paphia undulata) DENGAN UKURAN KERANG DI PERAIRAN SIDOARJO SKRIPSI Oleh : SONY ANGGA SATRYA SURABAYA JAWA TIMUR FAKULTAS PERIKANAN DAN

Lebih terperinci

PERAN LATIHAN FISIK TERHADAP NAFSU MAKAN PADA INDIVIDU OVERWEIGHT ATAU OBESITAS YANG MENDAPATKAN KONSELING GIZI TENTANG LOW CALORIE DIET

PERAN LATIHAN FISIK TERHADAP NAFSU MAKAN PADA INDIVIDU OVERWEIGHT ATAU OBESITAS YANG MENDAPATKAN KONSELING GIZI TENTANG LOW CALORIE DIET PERAN LATIHAN FISIK TERHADAP NAFSU MAKAN PADA INDIVIDU OVERWEIGHT ATAU OBESITAS YANG MENDAPATKAN KONSELING GIZI TENTANG LOW CALORIE DIET Ika Risky M 1, Harry Freitag LM 2, Dian Caturini S 3 Latar belakang;

Lebih terperinci

1/5. while and do Loops The remaining types of loops are while and do. As with for loops, while and do loops Praktikum Alpro Modul 3.

1/5. while and do Loops The remaining types of loops are while and do. As with for loops, while and do loops Praktikum Alpro Modul 3. Judul TIU TIK Materi Modul Perulangan Ganjil 204/205 Mahasiswa memahami Konsep Perulangan. Mahasiswa mampu menggunakan perintah perulangan For, While do, do While 2. Mahasiswa mampu menggunakan perintah

Lebih terperinci

6/12/2014. Distillation

6/12/2014. Distillation Distillation Distilasi banyak digunakan untuk mendapatkan minyak atsiri. Minyak atsiri dapat bermanfaat sebagai senyawa antimikroba, diantaranya: 1. Minyak biji pala 2. Minyak daun jeruk 1 Distillation

Lebih terperinci

RANGKAIAN DIGITAL TO ANALOG CONVERTER (DAC) DAN ANALOG TO DIGITAL CONVERTER

RANGKAIAN DIGITAL TO ANALOG CONVERTER (DAC) DAN ANALOG TO DIGITAL CONVERTER RANGKAIAN DIGITAL TO ANALOG CONVERTER (DAC) DAN ANALOG TO DIGITAL CONVERTER Pertemuan 10, Elektronika Dasar POKOK BAHASAN 1. Digital to analog converter 2. Istilah dalam DAC 3. Analog to Digital Converter

Lebih terperinci

MANAJEMEN PROYEK LANJUT

MANAJEMEN PROYEK LANJUT MANAJEMEN PROYEK LANJUT Advance Project Management Dr. Ir. Budi Susetyo, MT Fakultas TEKNIK Program Magister SIPIL - MK www.mercubuana.ac.id 1 Bagian Isi 1. PM and Project financial management 2. Money

Lebih terperinci

LAPORAN PENELITIAN DOSEN MUDA

LAPORAN PENELITIAN DOSEN MUDA LAPORAN PENELITIAN DOSEN MUDA Efek Fortifikasi Fe dan Zn pada Biskuit yang Diolah dari Kombinasi Tempe dan Bekatul untuk Meningkatkan Kadar Albumin Anak Balita Kurang Gizi yang Anemia Oleh: Pramudya Kurnia,

Lebih terperinci

ABSTRACT. Keywords: Environmental Management Accounting, Product Quality, Environmental Performance, Financial Performance.

ABSTRACT. Keywords: Environmental Management Accounting, Product Quality, Environmental Performance, Financial Performance. ABSTRACT In era of modern economy, industrial or manufacturing which involves production process are major factor cause environmental degradation. Therefore, the companies has responsibility to improve

Lebih terperinci

Electrostatics. Wenny Maulina

Electrostatics. Wenny Maulina Electrostatics Wenny Maulina Electric charge Protons have positive charge Electrons have negative charge Opposite signs attract Similar signs repel Electric field used to calculate force between charges

Lebih terperinci

KAJIAN PENATAAN LAHAN PT. ANTAM (PERSERO) TBK UNIT BISNIS PERTAMBANGAN BAUKSIT TAYAN KECAMATAN TAYAN HILIR KABUPATEN SANGGAU KALIMANTAN BARAT SKRIPSI

KAJIAN PENATAAN LAHAN PT. ANTAM (PERSERO) TBK UNIT BISNIS PERTAMBANGAN BAUKSIT TAYAN KECAMATAN TAYAN HILIR KABUPATEN SANGGAU KALIMANTAN BARAT SKRIPSI KAJIAN PENATAAN LAHAN PT. ANTAM (PERSERO) TBK UNIT BISNIS PERTAMBANGAN BAUKSIT TAYAN KECAMATAN TAYAN HILIR KABUPATEN SANGGAU KALIMANTAN BARAT SKRIPSI Oleh : PRAMUDANU ANDITYAPUTRA 112100054 PROGRAM STUDI

Lebih terperinci

CAPACITY OF ROAD TRAFFIC WEAVING ZONES

CAPACITY OF ROAD TRAFFIC WEAVING ZONES CAPACITY OF ROAD TRAFFIC WEAVING ZONES SUMMARY The purpose of this research was to evaluate the capacity of weaving areas in Indonesia. Data were collected from one site in Bandung and two sites in Jakarta.

Lebih terperinci

EVALUASI KINERJA PEMELIHARAAN RUTIN JALAN TOL KOTA SEMARANG. Oleh : ADHI WIRAWAN NIM :

EVALUASI KINERJA PEMELIHARAAN RUTIN JALAN TOL KOTA SEMARANG. Oleh : ADHI WIRAWAN NIM : EVALUASI KINERJA PEMELIHARAAN RUTIN JALAN TOL KOTA SEMARANG TESIS Karya tulis sebagai salah satu syarat Untuk memperoleh gelar Magister dari Institut Teknologi Bandung Oleh : ADHI WIRAWAN NIM : 25002008

Lebih terperinci

INTERPRETASI LITOLOGI BERDASARKAN DATA LOG SINAR GAMMA, RAPAT MASSA, DAN TAHANAN JENIS PADA EKSPLORASI BATUBARA

INTERPRETASI LITOLOGI BERDASARKAN DATA LOG SINAR GAMMA, RAPAT MASSA, DAN TAHANAN JENIS PADA EKSPLORASI BATUBARA INTERPRETASI LITOLOGI BERDASARKAN DATA LOG SINAR GAMMA, RAPAT MASSA, DAN TAHANAN JENIS PADA EKSPLORASI BATUBARA (Studi Kasus : Formasi Muara Enim di Muara Tiga Selatan) T 622. 332 WIN LITHOLOGIC INTERPRETATION

Lebih terperinci

Penggunaan Teknik Watermarking Menggunakan Metode Discrete Cosine Transform (DCT) dalam Perlindungan Hak Cipta Dokumen Citra Digital

Penggunaan Teknik Watermarking Menggunakan Metode Discrete Cosine Transform (DCT) dalam Perlindungan Hak Cipta Dokumen Citra Digital Penggunaan Teknik Watermarking Menggunakan Metode Discrete Cosine Transform (DCT) dalam Perlindungan Hak Cipta Dokumen Citra Digital Himawan 1, Usup 2, Puput Irfansyah 3, Lukman 4 Abstrak Perkembangan

Lebih terperinci

TESIS MAGISTER. Oleh : Aan Heryadi Zulihadi Saputra

TESIS MAGISTER. Oleh : Aan Heryadi Zulihadi Saputra PENGAMBILAN KEPUTUSAN MULTI-ATRIBUT DENGAN MEMPERHITUNGKAN FAKTOR RISIKO DALAM PEMILIHAN TEKNOLOGI PRECAST CONCRETE TERHADAP TEKNOLOGI CAST-IN-SITU PADA KONSTRUKSI GEDUNG BERLANTAI BANYAK DI INDONESIA

Lebih terperinci

ABSTRAK. Kata Kunci: Mind Mapping, Kosakata Bahasa Jawa

ABSTRAK. Kata Kunci: Mind Mapping, Kosakata Bahasa Jawa ABSTRAK Skripsi dengan judul Penerapan Metode Pembelajaran Mind Mapping untuk Meningkatkan Penguasaan Kosakata Bahasa Jawa Peserta Didik Kelas V SDN Tunge 2 Wates Kediri ini ditulis oleh Lu lu il Maknun,

Lebih terperinci

ANALISA HAZARD GEMPA DENGAN GEOMETRI SUMBER GEMPA TIGA DIMENSI UNTUK PULAU IRIAN TESIS MAGISTER. Oleh : Arvila Delitriana

ANALISA HAZARD GEMPA DENGAN GEOMETRI SUMBER GEMPA TIGA DIMENSI UNTUK PULAU IRIAN TESIS MAGISTER. Oleh : Arvila Delitriana ANALISA HAZARD GEMPA DENGAN GEOMETRI SUMBER GEMPA TIGA DIMENSI UNTUK PULAU IRIAN TESIS MAGISTER Oleh : Arvila Delitriana DEPARTEMEN TEKNIK SIPIL PROGRAM PASCASARJANA INSTITUT TEKNOLOGI BANDUNG 2003 ABSTRAK

Lebih terperinci

Dr. Kusman Sadik, M.Si Departemen Statistika IPB, 2016

Dr. Kusman Sadik, M.Si Departemen Statistika IPB, 2016 1 Dr. Kusman Sadik, M.Si Departemen Statistika IPB, 2016 This part presents some basic statistical methods essential to modeling, analyzing, and forecasting time series data. Both graphical displays and

Lebih terperinci

Statistik Bisnis 2. Week 4 Fundamental of Hypothesis Testing Methodology

Statistik Bisnis 2. Week 4 Fundamental of Hypothesis Testing Methodology Statistik Bisnis 2 Week 4 Fundamental of Hypothesis Testing Methodology ONE-TAIL TESTS One-Tail Tests In many cases, the alternative hypothesis focuses on a particular direction H 0 : μ 3 H 1 : μ < 3 H

Lebih terperinci

7. Analisis Kebutuhan - 1 (System Actors & System Use Cases )

7. Analisis Kebutuhan - 1 (System Actors & System Use Cases ) 7. Analisis Kebutuhan - 1 (System Actors & System Use Cases ) SIF15001 Analisis dan Perancangan Sistem Informasi Agi Putra Kharisma, S.T., M.T. Genap 2014/2015 Desain slide ini dadaptasi dari University

Lebih terperinci

Bahan Kuliah Fisika Dasar 2. Optika Fisis

Bahan Kuliah Fisika Dasar 2. Optika Fisis Bahan Kuliah Fisika Dasar 2 Optika Fisis Optika Fisik (Physical Optics) Optical Interference (Intefrerensi Optik) Double-Slit Interference Thin-Film Interference Optical Diffraction (Difraksi Optik) Single-Slit

Lebih terperinci

Kata kunci : pengembangan, model, pelatihan, instructional games, pendidik, profesionalisme, anak usia dini.

Kata kunci : pengembangan, model, pelatihan, instructional games, pendidik, profesionalisme, anak usia dini. ABSTRAK Nurlaila (2014): Pengembangan Model Pelatihan Instructional Games untuk Peningkatan Profesionalisme Pendidik PAUD di Kota Medan (Disertasi Program Studi Pendidikan Luar Sekolah, Sekolah Pasca Sarjana

Lebih terperinci

المفتوح العضوية المفتوح العضوية

المفتوح العضوية المفتوح العضوية ABSTRAK Skripsi dengan judul Identifikasi Komunikasi Matematis Peserta Didik pada Pembelajaran Matematika dengan Menggunakan Pendekatan Open-Ended Kelas VII SMPN 1 Ngantru Kab. Tulungagung Tahun 2016/2017

Lebih terperinci

Laut dan Atmosfir. Laut mempengaruhi Atmosfir atau Atmosfir mempengaruhi Laut?

Laut dan Atmosfir. Laut mempengaruhi Atmosfir atau Atmosfir mempengaruhi Laut? Laut dan Atmosfir Laut mempengaruhi Atmosfir atau Atmosfir mempengaruhi Laut? Outline Pengantar Greenhouse effect. Intensitas radiasi matahari dan garis lintang. Pola distribusi panas antara daratan dan

Lebih terperinci

GROWTH AND UNDERINVESTMENT PROGRAM STUDI ADMINISTRASI BISNIS UNIVERSITAS BRAWIJAYA

GROWTH AND UNDERINVESTMENT PROGRAM STUDI ADMINISTRASI BISNIS UNIVERSITAS BRAWIJAYA GROWTH AND UNDERINVESTMENT PROGRAM STUDI ADMINISTRASI BISNIS UNIVERSITAS BRAWIJAYA GROWTH AND UNDERINVESTMENT GROWTH AND UNDERINVESTMENT Pada situasi Growth and underinvestment", pendekatan pertumbuhan

Lebih terperinci

ABSTRACT. Key Words : cost of distribution channels, cost of personal selling, sales volume. Universitas Kristen Maranatha

ABSTRACT. Key Words : cost of distribution channels, cost of personal selling, sales volume. Universitas Kristen Maranatha ABSTRACT As we know at this present moment of competition in the business world becomes more complex. This competition requires companies to be able to provide a distinct advantage. Given the very tight

Lebih terperinci

Teddy Mantoro.

Teddy Mantoro. Teddy Mantoro teddy@ieee.org No Jabatan Dosen Dosen Tetap 2014 Dosen Tetap 2015 Dosen Tetap 2016 Jumlah % Jumlah % Jumlah % 1 GURU BESAR 369 2 371 1,8 250 1,3 2 LEKTOR KEPALA 1736 9,4 1783 8,5 1375 6,9

Lebih terperinci

Metode Pemulusan Eksponensial Sederhana

Metode Pemulusan Eksponensial Sederhana Metode Pemulusan Eksponensial Sederhana (Single Exponential Smoothing) KULIAH 3 METODE PERAMALAN DERET WAKTU rahmaanisa@apps.ipb.ac.id Review Untuk apa metode pemulusan (smoothing) dilakukan terhadap data

Lebih terperinci

LAPORAN HASIL PENELITIAN HIBAH PENELITIAN STRATEGIS NASIONAL DIPA UNIVERSITAS BRAWIJAYA TAHUN 2010

LAPORAN HASIL PENELITIAN HIBAH PENELITIAN STRATEGIS NASIONAL DIPA UNIVERSITAS BRAWIJAYA TAHUN 2010 BIDANG ILMU ENERGI LAPORAN HASIL PENELITIAN HIBAH PENELITIAN STRATEGIS NASIONAL DIPA UNIVERSITAS BRAWIJAYA TAHUN 2010 Judul : APLIKASI GELOMBANG ULTRASONIK DAN KONDISI SUPER KRITIS PADA PROSES EKSTRAKSI

Lebih terperinci

DAFTAR ISI. BAB I PENDAHULUAN Latar Belakang Rumusan Masalah Tujuan Penelitian Manfaat Penelitian...

DAFTAR ISI. BAB I PENDAHULUAN Latar Belakang Rumusan Masalah Tujuan Penelitian Manfaat Penelitian... DAFTAR ISI Hal HALAM COVER... i HALAMAN JUDUL... ii HALAMAN PENGESAHAN... iii HALAMAN PERNYATAAN... iv KATA PENGANTAR... v DAFTAR ISI... vii DAFTAR TABEL... ix DAFTAR GAMBAR... x DAFTAR LAMPIRAN... xi

Lebih terperinci

ABSTRAK. Kata Kunci: Scramble, Hasil Belajar, Bahasa Inggris

ABSTRAK. Kata Kunci: Scramble, Hasil Belajar, Bahasa Inggris ABSTRAK Anggraini, Oktavia. Penerapan Metode Pembelajaran Scramble Untuk Meningkatkan Hasil Belajar Bahasa Inggris Peserta Didik Kelas III MI Thoriqul Huda Kromasan Ngunut Tulungagung. Pendidikan Guru

Lebih terperinci

MODEL PEMILIHAN DAN TINGKAT KEBUTUHAN ANGKUTAN TAKSI DI KOTA PADANG

MODEL PEMILIHAN DAN TINGKAT KEBUTUHAN ANGKUTAN TAKSI DI KOTA PADANG MODEL PEMILIHAN DAN TINGKAT KEBUTUHAN ANGKUTAN TAKSI DI KOTA PADANG ABSTRAK Studi ini bertujuan untuk: menentukan karakteristik pengguna taksi di Kota Padang; menyusun model pemilihan angkutan taksi oleh

Lebih terperinci

The ATP CYCLE and Cell Bioenergetic

The ATP CYCLE and Cell Bioenergetic The ATP CYCLE and Cell Bioenergetic The chemical basis for the large freeenergy changes that accompany hydrolysis of ATP and other high-energy phosphate compounds ATP adl bentuk energi yang menghubungkan

Lebih terperinci