Prediction of rainfall using artificial neural networks for synoptic station of Mashhad: a case study     

Najmeh?Khalili  Saeed?Reza?KhodashenasEmail author  Kamran?Davary  Mohammad?Mousavi?Baygi  Fatemeh?Karimaldini 《Arabian Journal of Geosciences》2016,9(13):624

In this paper, we have utilized ANN (artificial neural network) modeling for the prediction of monthly rainfall in Mashhad synoptic station which is located in Iran. To achieve this black-box model, we have used monthly rainfall data from 1953 to 2003 for this synoptic station. First, the Hurst rescaled range statistical (R/S) analysis is used to evaluate the predictability of the collected data. Then, to extract the rainfall dynamic of this station using ANN modeling, a three-layer feed-forward perceptron network with back propagation algorithm is utilized. Using this ANN structure as a black-box model, we have realized the complex dynamics of rainfall through the past information of the system. The approach employs the gradient decent algorithm to train the network. Trying different parameters, two structures, M₅₃₁ and M₇₄₁, have been selected which give the best estimation performance. The performance statistical analysis of the obtained models shows with the best tuning of the developed monthly prediction model the correlation coefficient (R), root mean square error (RMSE), and mean absolute error (MAE) are 0.93, 0.99, and 6.02 mm, respectively, which confirms the effectiveness of the developed models.  相似文献   

Effects of irradiated Ergosan on the growth performance and mucus biological components of rainbow trout <Emphasis Type="Italic">Oncorhynchus mykiss</Emphasis>     

Najmeh Sheikhzadeh  Fatemeh Chehrara  Marzieh Heidarieh  Katayoon Nofouzi  Behzad Baradaran 《中国海洋湖沼学报》2016,34(1):13-18

Effects of irradiated and non-irradiated Ergosan extract (alginic acid) on rainbow trout growth performance and skin mucosal immunity were compared. Ergosan was irradiated at 30 kGy in a cobalt-60 irradiator. A total of 252 fish (128.03±9.4 g) were randomly divided into four equal groups, given the basal diet either unsupplemented with Ergosan (control group) or supplemented with crude Ergosan (5 g/kg), ethanol-extracted Ergosan (0.33 g/kg) or irradiated Ergosan (0.33 g/kg) according to this protocol: basal diet for 15 days, treatment diet for 15 days, basal diet for 10 days and treatment diet for 15 days. Highest growth performance was observed in fish fed irradiated Ergosan (P <0.05). Dietary administration of different Ergosan types did not cause any changes in mucus protein level, but improved alkaline phosphatase level and hemagglutination titer compared with the control (basal diet without Ergosan) on day 55 of feeding trial (P <0.05). Furthermore, the highest value of lysozyme activity was observed in gamma-irradiated Ergosan on day 55. In conclusion, gamma-irradiated Ergosan at 0.33 g/kg was found to improve growth performance and mucus biological components significantly in comparison with the control group (basal diet without Ergosan).  相似文献   

Investigation on the Distribution of Gold Across the Ahar Area (NW Iran) Using Stream‐Sediment and BLEG Methods          下载免费PDF全文

Vartan Simmonds  Fatemeh Jahangiryar  Mohssen Moazzen  Ahmad Ravaghi 《Resource Geology》2016,66(2):213-225

The Ahar area is located in NW Iran. The main part of the area is covered by Eocene andesitic and andesi‐basaltic rocks within which several granitoid intrusives of Oligocene age are emplaced. This caused vast hydrothermal alterations and Cu and Au mineralization. In this regard, this contribution aims to explore the distribution of gold across the region based on systematic sampling of stream sediments and using the secondary geochemical halos, as well as the bulk leach extractable gold (BLEG) method. Meanwhile, the results obtained from these two methods will be compared in order to find out if the anomalous zones match with each other. For this, 620 stream sediment samples of ?80 mesh grain size and 422 BLEG samples were collected and analyzed by Fire Assay and atomic absorption spectroscopy (AAS) methods, respectively. For BLEG samples, gold was first dissolved using KCN before being analyzed by the AAS method. Furthermore, 84 rock samples were also collected during the field control surveys and were analyzed by Fire Assay and ICP‐OES methods for gold and other elements, respectively. After determining the distribution characteristics and statistical parameters of gold in each group of samples, anomaly maps of gold for each method were prepared, revealing almost similar anomalous zones across the region. Based on these maps, most of the discovered anomalies correlate well with granitoid intrusives of Oligocene age and the related hydrothermal alterations, which have occurred within the intrusives and the host andesitic‐basaltic rocks of Eocene age, especially at the NE and central parts of the area and east of Ahar. Some silicic veins and veinlets have been observed during field surveys in these parts, within which high concentrations of Au and sometimes Cu are determined. Another anomalous zone is located over the hydrothermal alterations within trachy‐andesitic and andesitic volcanics of Pliocene age at the SE part of the quadrangle, where vast alterations caused by volcanic fumaroles and epithermal mineralization of gold and Pb–Zn is discovered. In this regard, the SE and NE parts of the area and the east Ahar area are proposed, in order of importance, for further detailed investigations.  相似文献   

Burdigalian–Serravalian calcareous nannoplanktons from Qom Formation, North-Center Iran     

Fatemeh Hadavi  Marziyeh Notghi Moghaddam  Hoda Mousazadeh 《Arabian Journal of Geosciences》2010,3(2):133-139

The aim of this study is to determine calcareous nannofossil species found in Kamar-Kuh area and demonstrate this use for biostratigraphic studies. The Qom Formation is widely distributed in Kamar-Kuh section and has nine members(a–f). In this study, 12 samples were taken and prepared with smear slide. Some of the determined species are listed below, and some of them are photographed by light and scanning microscope. According to obtained nannofossils, 16 species, nine genera, and six families were determined. Obtained nannofossils indicated age of Burdigalian–Serravalian (middle Miocene) for this section.  相似文献   

The source of fluoride toxicity in Muteh area,Isfahan, Iran   总被引：1，自引：0，他引：1  

Behnam Keshavarzi  Farid Moore  Ali Esmaeili  Fatemeh Rastmanesh 《Environmental Earth Sciences》2010,61(4):777-786

Endemic dental fluorosis has been observed in most inhabitants of three villages of Muteh area, located in northwest of Isfahan province, with mottled enamel related to high levels of fluoride in drinking water (1.8–2.2 ppm). Forty-seven groundwater samples from six villages were collected and fluoride concentrations along with physico-chemical parameters were analyzed. Fluoride concentration in this area varies from 0.2 to 9.2 mg/l with highest fluoride level at Muteh gold mine (Chahkhatun mine). Fluoride concentration positively correlates with pH and HCO₃ ⁻ indicating that alkaline pH provides a suitable condition for leaching of fluoride from surrounding rocks. The district is mainly covered by three lithological units, namely, metamorphic and granite rocks, alluvial sediments, and carbonate rocks. Factor analysis shows that parameters can be classified into four components: electrical conductivity (EC), total dissolved solids (TDS), Cl⁻, Na⁺ and K⁺, pH and F⁻, SO₄ ²⁻and Mg²⁺, HCO₃ ⁻ and Ca₂ ⁺. The groundwaters from the three geological units were compared using Mann–Whitney U test. The order of median fluoride concentration is: metamorphic and granite rocks > alluvial sediments > carbonate rocks. Hence, the fluoride content is most probably related to fluoride-bearing minerals such as amphibole and mica group minerals in metamorphic and granitic rocks. The concentration of fluoride in drinking water wells located near the metamorphic complex in Muteh area is above 2 ppm.  相似文献   

The development of the ‘planned bedouin settlement’ in Israel 1964–1982: evaluation and characteristics     

Ghazi Falah 《Geoforum》1983,14(3):311-323

Tribal traditions are facing a severe crisis in modern society. The bedouin in Israel form a small group (13%) within the state's Arab minority, and they completed their transition stage towards settled habits in the middle of the present century with the establishment of a relatively high number of villages and hamlets. For a variety of reasons such a high number of settlements is considered ‘undesirable’ by the state. It is the object of this paper to examine the state planning of bedouin settlement as a part of the policy of concentrating bedouin groups. It also sheds light on tribal reaction towards this policy.  相似文献   

The spatial pattern of Bedouin Sedentarization in Israel     

Ghazi Falah Dr. 《GeoJournal》1985,11(4):361-368

The bedouin in Israel form a small group (13%) within the state's Arab minority, and they completed their transition stage towards settled habits in the middle of the present century with the establishment of a relatively high number of villages and hamlets. It is the object of this paper to examine and define the nature of these patterns of rural settlements, which emerged in the two distinctive areas of Galilee and the Negev.The discussion in this paper is confined to the period of the state of Israel (1948–83), when changes in both the processes and the patterns of bedouin sedentarization took place under entirely new political conditions. After the establishment of the Jewish State of Israel in 1948, both Galilee and Negev bedouin sedentarization was completed within a period of a single decade (1950–60). However, the sedentarization pattern has further evolved during the past two decades and is likely to continue to do so until the end of the present century.In the Israeli period, the pattern of bedouin sedentarization has developed in two distinct directions. First, the bedouin themselves have built permanent structures for residential purposes, a process usually referred to as spontaneous bedouin settlement. Secondly, the state authorities have planned and established settlements. In this planned bedouin settlement, the state has been dominant in shaping the pattern. It is important to note that most bedouin settlement in Israel belong in the first category where the whole tribe or individual groups were the initiators of their settlements. This paper which was written by an author who belongs to the bedouin community, is based mostly upon fresh evidence from field research data, and is the first attempt to indicate the importance of the role of the state in shaping the settlement pattern. It is hoped to contribute to the study of nomadism as well as to the study of the Arabs in Israel.Paper presented at the 25th International Geographical Congress Paris 27–31 August 1984. The author would like to thank the Centre for Arab Heritage without whose support his attendance at this conference would not have been possible.  相似文献   

Monitoring ground deformation in the settlement of Larissa in Central Greece by implementing SAR interferometry     

Falah Fakhri  Risto Kalliola 《Natural Hazards》2015,78(2):1429-1445

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The biostratigraphy of the uppermost calcareous nannofossils of Cretaceous deposit in both Shahdar and Namazgah sections (NE Iran)     

Fereshteh Bodaghi  Fatemeh Hadavi 《Arabian Journal of Geosciences》2014,7(11):4793-4808

A moderately various calcareous nannofossil assemblage of 44 species assigned to 24 genera is identified in samples collected from the Shahdar section and 18 genera and 43 species in Namazgah section. Testing of calcareous nannofossil has permitted recognition of few important coccolith events in stratigraphic interval occupied by the uppermost layers of Cretaceous in the Shahdar and Namazgah sections. These events are correlated to the CC24–CC26 of Sissingh (Geol Minjbouw 56: 37–65, 1977) in two sections. According to these biozones, the age of the studied sections in Shahdar and Namazgah is Early Maastrichtian–Late Maastrichtian. On the basis of paleoecological interpretation, the last layers related to the Cretaceous deposits in two sections were deposited in shallow marine environment in relatively low latitude, and the depth of the basin from the Cretaceous deposits toward Fajan Formation is minimized.  相似文献   

The Gol-e-Zard Zn-Pb Deposit,Lorestan Province,Iran: a Metamorphosed SEDEX Deposit简   总被引：1，自引：0，他引：1  

Alireza ZARASVANDI  Mona SAMETI  Martiya SADEGHI  Fatemeh RASTMANESH  Hooshang POURKASEB 《《地质学报》英文版》2014,88(1):142-153

The Gol-e-Zard Zn-Pb deposit is one of several sediment-hosted Zn-Pb deposits found in the central part of the Sanadaj-Sirjan Zone, known as the Isfahan-Malayer belt, western Iran. Mineralization occurs in Upper Triassic to Jurassic phyllites and meta-sandstones. Sphalerite and galena are the most abundant metallic ores, with minor chalcopyrite. Calcite and quartz are the main gangue minerals. Fissure filling, replacement textures and especially mineralized faults, suggest an epigenetic stage in the Gol-e-Zard deposit formation. Geochemical studies of mineralized rocks show high concentrations of Zn, Pb and Cu,（Zn and Pb 〉 10000 ppm and Cu average 3000 ppm）. LREE enrichment（LREE〉HREE, La/Lu average 1.44） and positive Eu anomalies（Eu/Eu＊〉1 average 1.67） indicate reducing conditions during the deposition of deposit. However, some samples do not display negative Ce anomalies, which indicate that localized oxidizing conditions are also present. This study indicates that the Gol-e-Zard deposit formed due to circulating hydrothermal fluids in a marine environment. A SEDEX-type genesis, which is defined by circulating hydrothermal fluids through sediments in a marine environment, and syngenetic precipitation of Zn and Pb sulphides, is suggested for the Gol-e-Zard deposit. Emplacement of some granitoid intrusions such as the Aligudarz granitoid intrusion remobilized mineralizing fluids and metamorphosed the Gol-e-Zard deposit.  相似文献