3ߟߩࠨࡉ࠹ࡑߣ߽ߦᐔᚑ15ᐕᐲߩ㗴ὐߦኻಣߒ㧘ᣂߚߥᚻᴺࠍឭ᩺ߔࠆߣߣ߽ߦ㧘ᅷᒰߥ⸃ᨆ⚿ᨐ߿᷹
ቯ࠺࠲ࠍჇ߿ߔߎߣ߇ߢ߈ߚޕ㜞ጀ᳇᷷Ḩᐲࠍ⠨ᘦߒߚᾲવ㆐ℂ⺰߆ࠄ㧘ᶏ㕙᷷ᐲផቯߦ㑐ߔࠆ⠨ኤ߽
ᷓࠄࠇߚޕߎࠇࠄߩⷰὐ߆ࠄߪ㧘೨ㅀߩᐔᚑ16ᐕᐲߩ⋡⊛⋡ᮡߦ㑐ߒߡ߶߷㆐ᚑߢ߈ߚߣ⠨߃ࠆޕߒ߆ߒ ߥ߇ࠄ㧘ᶏ㕙᷷ᐲએᄖߩⅣႺ࿃ሶߦᵈ⋡ߒߚⴡᤊ↹⸃ᨆ㧘ේ⟎ߢߩࠬࡍࠢ࠻࡞⸃ᨆߦ㑐ߒߡߪਇචಽߢࠅ㧘
ᰴᐕᐲ߳ߩ⛮⛯⺖㗴ߣߥߞߚޕ 4.㩷 H17ᐕᐲ䈱⋡⊛䊶⋡ᮡ
4. 1. ⴡᤊ䊥䊝䊷䊃䉶䊮䉲䊮䉫
ᶏ㕙᷷ᐲએᄖߦᶏ᳓߿ᴡᎹ᳓ߩᷙỘᐲ㧘ᬀ‛ࡊࡦࠢ࠻ࡦ㊂ߣ߁ઍ⊛ߥⅣႺ࿃ሶߦᵈ⋡ߒ㧘ߘߩᤨⓨ㑆ಽ
ᏓࠍLANDSAT↹߿Terra/ASTER↹ߦ߅ߌࠆⶄᢙߩࡃࡦ࠼࠺࠲ߩᄙᄌ㊂⸃ᨆߦࠃߞߡߢ߈ࠆᚻᴺ
ࠍ⠨᩺ߔࠆޕ
b b
’
b b
c ’c
’
c c
’
b-b’
c-c’
0 5000 10000 15000 20000 25000 30000
-4000 -2000 0
0 5000 10000 15000 20000 25000 30000
-4000 -2000 0
0 1.6 1.8 2 2.2 2.4 2.6 2.8 3 3.2 3.4 3.6 3.8 4 4.2
ⶄᢙߩ▎ᚲ߆ࠄᐓẟၸⓍ‛ࠍࠨࡦࡊࡦࠣߒ㧘ಽశ₸ߣ☸ᓘಽᏓߩ᷹ቯࠍ⛮⛯ߔࠆޕߎࠇߦࠃߞߡಽశ
₸߆ࠄ☸ᓘಽᏓࠍផቯߔࠆߩߦലߥᚻᴺࠍ⠨᩺ߔࠆޕ߹ߚ㧘ߎߩᚻᴺࠍⴡᤊ↹ߦㆡ↪ߒ㧘↹߆ࠄ☸ᓘ ߩᐢၞಽᏓ㧘߅ࠃ߮ߘߩᤨ㑆⊛ᄌൻࠍផቯߢ߈ࠆࠃ߁ߦߔࠆޕ
4. 2. ᢙℂ䊝䊂䊦
᳓᷷߿ᩕ㙃ႮỚᐲߦႮಽỚᐲߥߤߩઁߩ᳓⾰ⅣႺ࠺࠲߽ട߃ߡ⸃ᨆࠍㅴࠆޕ
ᤨⓨ㑆࠺࠲ߩታ㛎ࡒࡃࠝࠣࡓ߆ࠄࡒࡃࠝࠣࡓࡕ࠺࡞ࠍᚑߔࠆߚߩᚻᴺߦߟߡᬌ⸛ࠍട ߃ࠆޕ
ᚑಽ㑆ߩ⋧㑐ᕈࠍ⠨ᘦߒߚᄙᄌ㊂ᤨⓨ㑆⛔⸘ቇࠍቯᑼൻߒ㧘࠺࠲߳ߩㆡ↪ߦࠃߞߡലᕈࠍᬌ⸽ߔࠆޕ
4. 3. ⏛᳇䋭㔚ᵹ⸘᷹
AMTߣMTᴺߦࠃࠆߎࠇ߹ߢߩ᷹ቯ࠺࠲ࠍ⚦ߦ⸃ᨆߔࠆߎߣߢ㧘ᶩ㙃ၞ߆ࠄᵹၞ߹ߢߩਅ᳓♽ߩో
ࠍࠄ߆ߦߔࠆޕߎࠇߦᶏᐩ㔚᳇តᩏࠍ⚵ߺวࠊߖ㧘ᶏᐩߦḝ᳓ߔࠆਅ᳓ߩ⚻〝߽Ყᛶ᛫ಽᏓ߆ࠄ ផቯߔࠆޕ
5.㩷 H16ᐕᐲ䈱⎇ⓥ⾌ขᓧ⁁ᴫ
ነ㒝㊄㧦᳃㑆ડᬺࠃࠅ⸘2,200ජ
ห⎇ⓥ⾌㧦࿖┙ᭂ⎇੩ㇺᄢቇ㒐ἴ⎇㧘⸘250ජ
⑼ቇ⎇ⓥ⾌ ၮ⋚⎇ⓥB(2)㧦↳⺧ਛ
6. H16ᐕᐲ䈱⎇ⓥ⊒䇮․⸵⁁ᴫ
(1) ේ⪺⺰ᢥ䈮䉋䉎⊒
࿖ౝ㧔ᢥ㧕
㤗ᬀਭผዊᳰస㜞ୖિ৻ศ᳗ᔀᄢ⟤ᥓੱ (2004) MTᴺߦࠃࠆᵴᢿጀᷓㇱߩ⎕⎈᭴ㅧ⸃ᨆ, ᔕ↪⾰, vol. 45, no. 2, pp. 60-70.
ዊᳰసศ᳗ᔀ᳓㓁⺈ጊ⾫৻ (2004) ಽశ₸₸ࠍ↪ߚጤ⍹‛ᕈߩ㘑ൻᜰᮡ, ᣣᧄࡕ
࠻ࡦࠪࡦࠣቇળ, vol. 24, no. 3, pp. 267-281.
ዊᳰసഏ ᤐቇ↰✍ሶ (2005) 㐽㎮ᕈᶏၞⅣႺߩ⚻ᐕᄌൻ߳ߩᤨⓨ㑆⛔⸘ቇߩㆡ↪, ᖱႎ⾰, vol.
16, no. 1, pp. 3-15.
㤗ᬀਭผዊᳰసศ᳗ᔀ㜞ୖિ৻ (2005) MTᴺߦࠃࠆ㒙⯃ጊἫญၞߩᾲ⾂⇐ጀࡕ࠺ࡦࠣ, ᣣᧄ
ᾲቇળ, vol. 27, no. 2 (in press).
࿖㓙㧔᰷ᢥ㧕
Koike, K. and Matsuda, S. (2005) Spatial Modeling of Discontinuous Geologic Attributes with Geotechnical Applications, Engineering Geology, vol. 78, nos. 1/2, pp. 143-161.
Asaue, H., Koike, K., Yoshinaga, T., and Takakura, S. (2005) Magnetotelluric Resistivity Modeling for 3D characterizing the Geothermal Reservoirs in the Western Side of Mt. Aso, SW Japan, Journal of Applied Geophysics (in press).
Masoud, A. and Koike, K. (2004) Land Cover Change Modeling for Salinization Prediction Integrating Remote Sensing and GIS in Siwa Region, NW Egypt, Proc. GeoInformatics for Spatial-Infrastructure Development in Earth & Allied Sciences: GIS-IDEAS 2004, Hanoi University of Science, Vietnam, CD-Rom Press.
Asaue, H. and Koike, K. (2004) Geostatistical Simulation of Magnetotelluric Resistivity Distribution for Characterizing Hydrogeologic Structures, Proceedings of 2nd International Workshop on Earth Science and Technology, Fukuoka, Japan, pp. 123-128.
Moukana, J. A., Masoud, A., and Koike, K. (2004) Spatio-temporal Variability Modeling of Groundwater Levels Associated with Land-cover Changes, Proceedings of 2nd International Workshop on Earth Science and Technology, Fukuoka, Japan, pp. 135-142.
Masoud, A. and Koike, K. (2004) Detection and Analysis of Lineament Patterns Using LANDSAT-7 ETM+/SRTM DEM and Its Hydrogeologic Application in Siwa Region, NW Egypt, Proceedings of 2nd International Workshop on Earth Science and Technology, Fukuoka, Japan, pp. 151-158.
Heriawan, M. N. and Koike, K. (2004) Capability of Ordinary Kriging for Estimating Coal Deposit: Some Problems Encountered and Practical Solutions, Proceedings of 2nd International Workshop on Earth Science and Technology, Fukuoka, Japan, pp. 159-168.
Liu, C., Tamura, A., and Koike, K. (2004) Space-time Geostatistical Modeling for Sea Environment with a Case Study of Ariake Sea, Proceedings of 2nd International Workshop on Earth Science and Technology, Fukuoka, Japan, pp.
233-240.
Tamura, A., Fukuda, R., Liu, C., and Koike, K. (2004) Combination of Satellite Image and Filed Point Data for Estimating Three-dimensional Temperature Structures in Ariake Sea, Proceedings of 2nd International Workshop on Earth Science and Technology, Fukuoka, Japan, pp. 343-348.
(2) ේ⪺⺰ᢥએᄖ䈮䉋䉎⊒
ዊᳰసၳౝਃ▎ᥓੑ (2004) ᄙᣇDEM㒶ᓇ࿑ߩಽ⸃⢻ߣ࠾ࠕࡔࡦ࠻ߩ㑐ଥ,ᖱႎ⾰, vol.
15, no. 2, pp. 90-91.
ዊᳰస㤥ᧁ㓉↢ (2004) ࠬࠤ࡞ೣࠍ↪ߚ⛔⸘ቇ⊛ផቯᴺߣⓨ㑆ಽᏓࡕ࠺ࡦࠣ߳ߩᔕ↪, ᖱႎ⾰, vol. 15, no. 2, pp. 92-93.
Liu C. and Koike, K. (2004) Colligation of Multiple Geologic Information for Mineral Resource Exploration, ᖱႎ⾰, vol.
15, no. 2, pp. 96-97.
Moukana, J. A., Koike, K., and Masoud, A. A. (2004) Spatio-Temporal Analysis of Groundwater Level Using Remote Sensing and Geostatistical Techniques, ᖱႎ⾰, vol. 15, no. 2, pp. 100-103.
Teng, Y. and Koike, K. (2004) 3D Imaging of Geothermal System in Hohi Area Using Well Logging Data Set, ᖱႎ⾰, vol.
15, no. 2, pp. 128-131.
(3) ቇળ⊒
Liu C., Lin Y., and Koike, K. (2004) Integrating Comprehensive Information to Predict Mineral Resource at Gaosong field in Gejiu tin mine, ⾗Ḯ⚛᧚ቇળᎺᡰㇱᐔᚑ16ᐕᐲᤐቄળ⻠Ṷⷐᣦ㓸, pp. 30-32.
Teng, Y. and Koike, K. (2004) Geothermal System Analysis in Hohi Area Using Well Logging Data Set, ⾗Ḯ⚛᧚ቇળᎺ ᡰㇱᐔᚑ16ᐕᐲᤐቄળ⻠Ṷⷐᣦ㓸, pp. 33-35.
Tamura, A. and Koike, K. (2004) Spatio-Temporal change Analysis of Sea Surface Temperature using Thermal Infrared Band Data of Landsat TM, 32nd International Geological Congress, Florence-Italy, August 20-28, G03.09.
Koike, K. and Kuroki, T. (2004) Spatial Estimation by Considering Scaling Law of Geologic Data With Application to Pore Distribution Modeling in Porous Media, 32nd International Geological Congress, Florence-Italy, August 20-28,
G13.03.
Koike, K., Kamihoriuchi, T., and Sanga, T. (2004) Synthetic Lineament Analysis for Detecting Fracture Systems by Shaded DEM and Satellite Images, 32nd International Geological Congress, Florence-Italy, August 20-28, G13.05.
Koike, K. and Matsuda, S. (2004) Sensitivity Analysis of Spatial Estimation to Identify Influence Factors of Geologic Data Distribution, 32nd International Geological Congress, Florence-Italy, August 20-28, G13.06.
Ueki, T., Koike, K., Kouda, R. and Inokuchi, T. (2004) Detecting Topographic Features of Landslide Area with Three-Dimensional Analysis of Satellite Lineaments, 32nd International Geological Congress, Florence-Italy, August 20-28, G13.06.
Asaue, H., Koike, K., Tanaka, N., Yoshinaga, T., and Takakura, S. (2004) Three-dimensional Hydrogeologic Modeling by a Combination of Magnetotelluric and Audio-Magnetotelluric Methods, 32nd International Geological Congress, Florence-Italy, August 20-28, T08.04.
ዊᳰసഏ ᤐቇ↰✍ሶ (2005) ࡂ࠼࠺࠲ߣ࠰ࡈ࠻࠺࠲ߩ⚵ߺวࠊߖ㧙ⴡᤊ↹ࠍ↪ߚᶏၞ᳓᷷
ಽᏓផቯ߳ߩㆡ↪㧙, ⾗Ḯ⚛᧚ቇળᤐቄᄢળ⻠Ṷ㓸(I)⾗Ḯ✬, ડ↹㧙63-64.
ᬀᧁବฎቝ↰੫৻ዊᳰస (2005) ᐢၞ㒐ἴߩߚߩ3D㔡Ḯࡑ࠶ࡇࡦࠣ, ⾗Ḯ⚛᧚ቇળᤐቄᄢળ⻠Ṷ㓸 (I)⾗Ḯ✬, ડ↹㧙65-66.
Masoud, A. and Koike, K. (2005) Remote sensing and GIS integration for groundwater potentiality mapping in Sinai Penisula, Egypt, ⾗Ḯ⚛᧚ቇળᤐቄᄢળ⻠Ṷ㓸(I)⾗Ḯ✬, ડ↹㧙73-74.
Heriawan, M. N. and Koike, K. (2005) Multivariate geostatistics modeling for coal quality data, ⾗Ḯ⚛᧚ቇળᤐቄᄢળ⻠
Ṷ㓸(I)⾗Ḯ✬, 79-80.
ᐔᚑ㧢ᐕᐲ⎇ⓥᚑᨐႎ๔
⎇ⓥ⺖㗴ฬ㧦 ኂࠗࠝࡦߦࠃࠆᳪᨴ᳓ߩ㜞ㅦᵺൻࠍ⋡⊛ߣߒߚ❫⛽⁁ๆ⌕ߩ㐿⊒ߦ 㑐ߔࠆ⎇ⓥ
ᚲዻ᳁ฬ㧦Ꮏቇㇱၔ ᤘౖ
⎇ⓥ⋡⊛⋡ᮡ
*ᐕᐲޯ㧝ᐕᐲߦ߅ߌࠆ⋡⊛⋡ᮡ
᳓㧔ᴡᎹޔḓᴧޔਅ᳓ߥࠄ߮ߦᶏ᳓㧕ߩ㊀㊄ዻࠗࠝࡦޔࡎ࠙㉄ࠗࠝࡦޔࡅ㉄ࠗࠝࡦߥߤ ߩኂࠗࠝࡦߦࠃࠆ᳓⾰ᳪᨴߪޔᷓೞߥⅣႺ㗴ࠍߎߒߡ߈ߚޕ߹ߚޔᦨㄭߢߪޔᄤὼ↱᧪ߩ
ኂࠗࠝࡦߦࠃࠆ᳓⾰ᳪᨴ߽ᵈ⋡ߐࠇࠆࠃ߁ߦߥߞߚޕߚߣ߃߫ޔࠟࡦࠫࠬ࠺࡞࠲ߩਅ᳓ߩࡅ
⚛ᳪᨴߪผᦨᄢⷙᮨߩᘟᕈࡅ⚛ਛᲥࠍߎߒߡࠆޕ߹ߚޔ♿ᓟඨ߆ࠄࠕࠫࠕ߿ࠕࡈࠞ
ߦ߅ߡᜰᢙ㑐ᢙ⊛ߦੱญ߇Ⴧടߒߡ߅ࠅޔߎࠇߦ߁↥ᬺߩᄢߦࠃࠅޔᐕ㗃ߦߪⷙ
ᮨߢᷓೞߥ᳓ਇ⿷߇ߎࠆ߽ߩߣ੍᷹ߐࠇߡࠆޕᓥߞߡޔૐỚᐲߩኂࠗࠝࡦߢᳪᨴߐࠇߚ⤘
ᄢߥ㊂ߩ᳓ߩ㜞ㅦᵺൻߩᛛⴚࠍ㐿⊒ߔࠆߎߣߪᭂߡ㊀ⷐߢࠅޔኂࠗࠝࡦߦ㜞ㆬᛯᕈࠍ␜ߔ ߩߺߥࠄߕㄦㅦߥๆ⌕ㅦᐲࠍߔࠆๆ⌕ߩ㐿⊒߇ᔅⷐਇนᰳߢࠆޕޔᏗ⭯ߥኂࠗࠝࡦ ߢᳪᨴߐࠇߚ᳓ߩᵺൻߦ߅ߡߪޔࠗࠝࡦ឵᮸⢽ߥࠄ߮ߦࠠ࠻᮸⢽߇↪ߐࠇߡࠆ߇ޔ ߎࠇࠄߩๆ⌕ߩᦨᄢߩ⍴ᚲߪㆃๆ⌕ㅦᐲߢࠆޕᧄ⎇ⓥߢߪޔๆ⌕ㅦᐲ߇ㄦㅦߥࠠ࠻ᕈ
❫⛽ࠍ↪ࠆૐỚᐲߩኂࠗࠝࡦߢᳪᨴߐࠇߚ᳓ߩ㜞ㅦᵺൻᛛⴚࠍ㐿⊒ߔࠆߎߣࠍ⋡⊛ߣߒߚޕ
*ᐕᐲߩ⋡⊛⋡ᮡ
ᣢሽߩࡌࡦࠫ࡞࠻ࡔ࠴࡞ࠕࡦࡕ࠾࠙ࡓࠍ឵ၮߣߔࠆ㒶ࠗࠝࡦ឵᮸⢽ߥࠄ߮ߦ㒶ࠗࠝࡦ
឵❫⛽ߪޔ឵⋧ߩ⇹᳓ᕈ߇㜞ߩߢ᳓ߩ⒟ᐲ߇ૐ㒶ࠗࠝࡦߦ㜞ㆬᛯᕈࠍ␜ߔޕߒߚ߇ߞ ߡޔߎࠇࠄߩᯏࠗࠝࡦ឵ߪޔᄤὼ᳓ਛߩਥⷐ㒶ࠗࠝࡦߢࠆႮൻ‛ࠗࠝࡦߥࠄ߮ߦ⎫㉄ࠗ
ࠝࡦߩሽਅߦ߅ߡࡦ㉄ߥࠄ߮ߦࡅ㉄ߩ㒶ࠗࠝࡦ⒳ࠍๆ⌕ߔࠆߎߣ߇࿎㔍ߢࠆޕᧄᐕᐲߪޔ
឵⋧ߩⷫ᳓ᕈ߇㜞ߊ߆ߟ╙৻ࠕࡒࡁၮࠍߔࠆ㒶ࠗࠝࡦ឵❫⛽㧔᭴ㅧߪਅ࿑ෳᾖޔ⇛⒓(8#㧕 ࠍวᚑߒޔߘߩࡦ㉄ߥࠄ߮ߦࡅ㉄ߩ㒶ࠗࠝࡦ⒳ߦኻߔࠆㆬᛯᕈߥࠄ߮ߦࠞࡓᴺ߅ߌࠆๆ⌕․
ᕈࠍ⹏ଔߔࠆߎߣࠍ⋡⊛ߣߒߚޕ
⎇ⓥᚑᨐ
㧔㧝㧕೨ᐕᐲ߹ߢߩਥߥᚑᨐ
╩⠪ࠄߪේ⎇㜞ፒ⎇ⓥᚲߣหߢ㔚ሶ✢೨ᾖᶧ⋧ࠣࡈ࠻㊀วᴺࠍ↪ߡޔࡐࠝࡈࠖࡦ
❫⛽㧔⋥ᓘ⚂PO㧕ߦࠣࠪࠫ࡞ࡔ࠲ࠢ࠻ޔࠢࡠࡠࡔ࠴࡞ࠬ࠴ࡦޔࠬ࠴ࡦޔࡆ࠾࡞ࡆ ࡈࠚ࠾࡞ߥߤߩࡆ࠾࡞ࡕࡁࡑࠍࠣࡈ࠻㊀วߒߚᓟޔࠣࡈ࠻ࡐࡑ㎮ㇱߦቭ⢻ၮዉ
ᔕࠍⴕޔࡦ㉄ޔࡎࠬࡎࡦ㉄ޔࠗࡒࡁੑ㈶㉄ߥߤࠍࠠ࠻ᒻᚑၮߣߒߡߔࠆᣂⷙߩࠠ
࠻❫⛽ࠍ㐿⊒ߒߡ߈ߚޕߎࠇࠄߩࠠ࠻❫⛽ߪޔࠞࡓᴺߦࠃࠆO/ࡌ࡞ߩฦ⒳㊀㊄ዻࠗࠝࡦ ߩๆ⌕ᠲߦ߅ߡޔⓨ㑆ㅦᐲߢJ⒟ᐲ߹ߢᮡ⊛㊀㊄ዻࠗࠝࡦߩṳኈ㊂߇ࠞࡓ߳ߩㅢ ᶧㅦᐲଐሽᕈ߇ߺࠄࠇߥ߶ߤㄦㅦߥๆ⌕ㅦᐲࠍ␜ߒߚޕ৻ᣇޔᎿᬺ⊛ⷙᮨߩಽ㔌ߦ߅ߡ↪
ࠄࠇߡࠆඨᓘ߇POߩ⁁᮸⢽ࠍలႯߒߚࠞࡓߢߪޔㅢᶧㅦᐲ߇Jએߦߥࠆߣṳ
ኈ㊂߇㗼⪺ߦᷫዋߔࠆޕߔߥࠊߜޔ╩⠪ࠄ߇㔚ሶ✢೨ᾖᶧ⋧ࠣࡈ࠻㊀วᴺࠍ↪ߡ㐿⊒ߒ ߚࠠ࠻❫⛽ߪޔࠞࡓᴺߦ߅ߌࠆ2D++ߥߤߩ㊀㊄ዻࠗࠝࡦߩๆ⌕ߦ߅ߡޔᎿᬺ↪ࠠ
࠻᮸⢽ߩએߩๆ⌕ㅦᐲࠍߔࠆߎߣࠍታ⸽ߒߡ߈ߚޕ
㧔㧞㧕ᐔᚑ㧝㧢ᐕᐲߦᓧࠄࠇߚᚑᨐ
Ԙ ᣂⷙ㒶ࠗࠝࡦ឵❫⛽ߩวᚑ
ᧄ⎇ⓥߢ↪ߚၮ❫⛽ߪࡐࠛ࠴ࡦߢⵍⷒߐࠇߚࡐࡊࡠࡇࡦ❫⛽222'ߢࠆޕ222' ߩ⍴❫⛽ߣߘߩਇ❱Ꮣࠍ↪ߚ(KIෳᾖޕ⍴❫⛽ߪࠞࡓᴺߢ↪ࠆ㒶ࠗࠝࡦ឵❫⛽ߩว ᚑߦ↪ߒޔਇ❱Ꮣߪࡃ࠶࠴ᴺߦࠃࠆᐔⴧ⺰⊛ᕈ⾰㧔㒶ࠗࠝࡦㆬᛯᕈߥߤ㧕ߩ⹏ଔߦ↪ࠆ㒶ࠗ
ࠝࡦ឵ߩวᚑߦ߅ߡ↪ߚޕ
ࠣࡈ࠻㊀วߩᔕ⚻〝ࠍ(KIߦ␜ߔޕ߹ߕޔၮ❫⛽ߦ⓸⚛㔓࿐᳇ਅߢ㔚ሶ✢/G8 -)[ࠍᾖߒߡࠫࠞ࡞ࠍ⊒↢ߐߖߚޕߟߠߡ㔚ሶ✢ࠍᾖߒߚၮ❫⛽ࠍ0ࡆ࠾࡞ࡎ࡞ࡓࠕ ࡒ࠼ߩࡔ࠲ࡁ࡞ṁᶧ㧔㊀㊂㧕ߦQ%ᤨ㑆ᶐẃߒߡၮ❫⛽ߣ߶߷ห㊀㊂ߩ0ࡆ࠾࡞
ࡎ࡞ࡓࠕࡒ࠼ࠍၮ❫⛽ߦࠣࡈ࠻㊀วߒߚޕߟߠߡ(KIߦ␜ߔࠃ߁ߦޔ0ࡆ࠾࡞ࡎ࡞ࡓ ࠕࡒ࠼ࠍࠣࡈ࠻㊀วߒߚ❫⛽ࠍ/᳓㉄ൻ࠽࠻࠙ࡓ᳓ṁᶧਛߢQ%ߢ⚂ᤨ㑆ടᾲߒࠕࡒ࠼ㇱ
ࠍട᳓ಽ⸃ߒߡ⋡⊛ߩᒙႮၮᕈ❫⛽ࠍวᚑߒߚޕ
12 Ǵm
Polyethylene (PE)
Polypropylene (PP)
Fig. 1 㒶ࠗࠝࡦ឵❫⛽ߩวᚑߦ↪ߚၮ❫⛽ߩ᭴ㅧޕᏀ࿑ߪ⍴❫⛽ࠍ␜ߒޔฝ࿑ߪ
ߘߩਇ❱ᏓߩSEM㧔ේ⎇ឭଏ㧕ࠍ␜ߔޕ
ԙ วᚑߒߚ㒶ࠗࠝࡦ឵❫⛽ߩࠠࡖࠢ࠲࡚ࠪࡦ
ᓧࠄࠇߚ㒶ࠗࠝࡦ឵❫⛽ߩ⿒ᄖ✢ๆࠬࡍࠢ࠻࡞ߦ߅ߡޔߘߩ೨㚟ߢߺࠄࠇߚࠞ࡞ࡏ࠾
࡞ၮߩๆ߇ᶖṌߒߚߎߣߥࠄ߮ߦߘߩᄢ߈ߥ㒶ࠗࠝࡦ឵ኈ㊂OOQNIߦࠃࠅޔ╙৻ࠕࡒࡦ
ဳ㒶ࠗࠝࡦ឵❫⛽߇ᓧࠄࠇߚߎߣࠍ⏕ߒߚޕࡦ㉄ߥࠄ߮ߦࡅ㉄ߩ㒶ࠗࠝࡦ⒳ߦኻߔࠆๆ⌕
㊂ߩ R* ଐሽᕈࠍᬌ⸛ߒߚޕ⚿ᨐߩߣߒߡޔ(KI ߦࡅ㉄ߩ㒶ࠗࠝࡦ⒳ߩ R* ଐሽᕈࠍᬌ⸛ߒߚ
⚿ᨐࠍ␜ߔޕሽႮ㕖ሽਅߢߪ R* ߩჇടߣߣ߽ߦๆ⌕㊂ߪᷫዋߒߚޕߎࠇߪޔR* ߩჇടߣߣ
߽ߦޔ㒶ࠗࠝࡦ឵❫⛽ߦ߅ߡࡊࡠ࠻ࡦ߇⚿วߒߚࠕࡒࡁၮ㊂߇ᷫዋߔࠆߎߣߥࠄ߮ߦࡅ㉄ߩ 㒶ࠗࠝࡦ߇ ଔ߆ࠄ ଔߦᄌൻߒߡߊߎߣ߇㊀⇥ߐࠇࠆߚߢࠆޕࡦ㉄ߦߟߡ߽߶ߣࠎ ߤห᭽ߩ⚿ᨐ߇ᓧࠄࠇߚޕ
Fig. 2 㔚ሶ✢೨ᾖᶧ⋧ࠣࡈ࠻㊀วᴺߦ
ࠃࠆ 0ࡆ࠾࡞ࡎ࡞ࡓࠕࡒ࠼ߩࠣࡈ࠻㊀ว
Fig. 3 0ࡆ࠾࡞ࡎ࡞ࡓࠕࡒ࠼߇ࠣࡈ࠻㊀ว
ߐࠇߚ❫⛽ߩࠕ࡞ࠞട᳓ಽ⸃ᔕ
Fig. 4 ࡅ㉄㒶ࠗࠝࡦߩๆ⌕ߦ߷ߔpHޔႮൻ‛ࠗࠝࡦ
ߥࠄ߮ߦ⎫㉄ࠗࠝࡦߩᓇ㗀
ṁᶧ㧦 pHߩ⇣ߥࠆ0.01 Mࡅ㉄Ⴎṁᶧ
Ԛࡦ㉄ߥࠄ߮ߦࡅ㉄ࠗࠝࡦߩๆ⌕ߦ߷ߔሽ㒶ࠗࠝࡦߩᓇ㗀ߩᬌ⸛
ߎߩ❫⛽ߪR*એਅߩᒝ㉄ᕈṁᶧਛߢߪޔଔߩࡦ㉄ߥࠄ߮ߦࡅ㉄ߩ㒶ࠗࠝࡦ⒳ߦኻߒߡ OOQNIߦ߽߱ᄢ߈ߥ㒶ࠗࠝࡦ឵ኈ㊂ࠍߔࠆ߇ޔႮൻ‛ࠗࠝࡦߥࠄ߮ߦ⎫㉄ࠗࠝࡦߩᅹኂ߇ ᄢ߈ޕ৻ᣇޔࡦ㉄ߥࠄ߮ߦࡅ㉄߇ଔ㒶ࠗࠝࡦߣߒߡሽߔࠆR*㗔ၞR*ޯߦ߅ߡߪޔ ๆ⌕ኈ㊂ߪᷫዋߔࠆ߇ޔႮൻ‛ࠗࠝࡦߥࠄ߮ߦ⎫㉄ࠗࠝࡦߩᅹኂ߇߆ߥࠅシᷫߐࠇߡࠆߎߣ߇
್ࠆ(KIޕߎࠇߪޔࡦ㉄ߥࠄ߮ߦࡅ㉄ߩଔ㒶ࠗࠝࡦߩ᳓⚛ࠗࠝࡦߣߩ⚿วᕈ߇Ⴎൻ‛ࠗࠝ
ࡦ߿⎫㉄ࠗࠝࡦߩߘࠇࠃࠅᒝߚޔࡦ㉄ߥࠄ߮ߦࡅ㉄ߩଔ㒶ࠗࠝࡦߩๆ⌕ߦ߅ߡߪޔㅢᏱ ߩ㕒㔚⊛ࠗࠝࡦ឵ᯏ᭴ߦട߃ߡޔࠗࠝࡦ឵ၮߣኻ┙ࠗࠝࡦ㑆ߩ᳓⚛⚿ว߽ᄢ߈ߥነਈࠍߔࠆ ߚߢࠆޕᲧセߩ⋡⊛ߢޔᓥ᧪ߩᏒ⽼㒶ࠗࠝࡦ឵᮸⢽ߢࠆ&KCKQP5##ߦࠃࠆࡅ㉄ࠗࠝࡦ ߩๆ⌕ߩᬌ⸛߽ⴕߞߚ(KIޕᣢሽߩ᮸⢽ߢߪࡅ㉄ߩๆ⌕㊂߽ዊߐߊޔႮൻ‛ࠗࠝࡦߥࠄ߮ߦ
⎫㉄ࠗࠝࡦߩሽਅߢߪࡅ㉄ߩๆ⌕߇ᄢ߈ߊ㒖ኂߐࠇߡࠆߎߣ߇ࠊ߆ࠆޕ
ԛ ࠞࡓᴺߢ↪ࠆ⍴❫⛽⁁㒶ࠗࠝࡦ឵❫⛽ߩวᚑߣࠠࡖࠢ࠲࡚ࠪࡦ
Ԙߢㅀߴߚࡐࠛ࠴ࡦⵍⷒࡐࡊࡠࡇࡦ222'ߩਇ❱Ꮣࠍ↪ߚ (8# ߩวᚑᴺߦᓥߞߡޔ 222' ߩ⍴❫⛽ᓘ FGPKGT㐳ߐ OOࠍၮ❫⛽ߣߒߡޔࠞࡓᴺߢ↪ࠆ╙৻ࠕࡒࡦဳ㒶
ࠗࠝࡦ឵❫⛽ࠍวᚑߒߚޕߎߩ❫⛽ߩ⓸⚛㊂ߪ OOQNI ߢߞߚޕ߹ߚޔߎߩ❫⛽ߪᐢ
R* ▸࿐ޯߢḨẢⓍߩᄌൻ߇ዋߥߊޔࠞࡓᴺߦ߅ߌࠆ㜞ㅦㅢᶧߦㆡߒߡࠆߎߣ್߽
ߞߚޕ
Ԝ⍴❫⛽⁁㒶ࠗࠝࡦ឵❫⛽ࠍలႯߒߚࠞࡓߦࠃࠆࡦ㉄ߥࠄ߮ߦࡅ㉄ߩ㒶ࠗࠝࡦߩๆ⌕
R* ߇㧣ߢࠆ / ࡦ㉄Ⴎ߹ߚߪࡅ㉄Ⴎ᳓ṁᶧ ࠍ⍴❫⛽⁁㒶ࠗࠝࡦ឵❫⛽(8#ࠍలႯߒߚࠞࡓ ߦㅢᶧߒߡ㘻ๆ⌕㊂ࠍ᳞ߚߣߎࠈޔ⚂ OOQNI ߢ
ߞߚޕߐࠄߦ⚦ߥᬌ⸛ࠍࡅ㉄ߦߟߡⴕߞߚޕࡅ
㉄ႮỚᐲ ޯO/ ߩ▸࿐ߩṁᶧࠍⓨ㑆ㅦᐲ J ߢㅢᶧߒߚߣߎࠈ ṳኈ㊂ߪ ޯOOQNI ߢߞߚޕ߹ߚޔࡅ㉄ႮỚᐲ߇ O/ ߢࠆṁᶧࠍ⇣
ߥࠆㅢᶧㅦᐲ ߥࠄ߮ߦ Jߢࠞࡓߦଏ⛎
ߒߚ႐วޔṳኈ㊂ߪߘࠇߙࠇ OOQNI ߣߥࠅޔㅢᶧㅦᐲߩჇടߣߣ߽ߦṳኈ㊂߇ᷫዋߔࠆ
ะ߇ߺࠄࠇߚޕએߩ⚿ᨐࠍෳ⠨ߦߒߡޔ#U Ớᐲ߇ RROZ/ߩࡅ㉄ႮṁᶧR*ࠍⓨ㑆ㅦᐲ Jߢㅢᶧߒߚޕߘߩ⚿ᨐࠍ (KI ߦ␜ߒߚޕࠞ
ࡓ߆ࠄߩṳᶧਛߩ#UỚᐲ߇9*1ߩ㘶↪᳓ၮḰߢ
ࠆ RRO ߦ㆐ߔࠆ߹ߢߦޔࠞࡓౝߩḨẢࠗࠝ
ࡦ឵❫⛽ᐥⓍߩ ߩⓍߩࡅ㉄Ⴎṁᶧߩᵺ ൻ߇น⢻ߢߞߚޕએߩ⚿ᨐࠃࠅޔᧄ⎇ⓥߢ㐿⊒ߒ ߚᣂⷙ╙৻ࠕࡒࡦဳ㒶ࠗࠝࡦ឵❫⛽ߪࡅ㉄߿ࡦ㉄
ࠍૐỚᐲߢᳪᨴߐࠇߚ᳓ߩ㜞ㅦᵺൻߦㆡߒߚࠗࠝࡦ
឵ߢࠆߎߣ߇್ߞߚޕ
ᚑᨐߩ㆐ᚑᐲ
ࡦ㉄߿ࡅ㉄ߩ㒶ࠗࠝࡦ⒳ߦ㜞ㆬᛯᕈࠍ␜ߔๆ⌕ߪޔߎࠇ߹ߢ⎬.GYKU㉄ߦዻߔࠆ㊄ዻࠗࠝ
ࡦ(G+++<T+8ߥߤࠍᜂᜬߒߚࠗࠝࡦ឵᮸⢽߿ࠠ࠻᮸⢽ࠍ↪ࠆ㈩ሶ឵ᯏ᭴ߢ
0 0.05 0.1
0 1200 2400 3600 4800 6000
C/C0
Volume of feed (mL/mL-Fiber)
Fig. 5 FVAలႯࠞࡓߦࠃࠆࡅ㉄ࠗ
ࠝࡦߩๆ⌕
ଏ⛎ᶧ㧦1 ppm As(V) pH 6.4 ㅢᶧㅦᐲ 500 h-1
ࠞࡓ㧦1.7 mL of FVA (0.40g)
ߩߺታߐࠇߡ߈ߚޕᧄ⎇ⓥߢ㐿⊒ߒߚᣂⷙߩᒙႮၮᕈ㒶ࠗࠝࡦ឵❫⛽ߪޔࡦ㉄ߥࠄ߮ߦࡅ
㉄ߩๆ⌕ߦ߅ߡႮൻ‛ࠗࠝࡦޔ⎫㉄ࠗࠝࡦߩᅹኂߩዋߥߪߓߩ⚐ᯏ♽ࠗࠝࡦ឵ߢ
ࠆޕ߹ߚޔๆ⌕ㅦᐲ߽ᓥ᧪ߩ☸⁁᮸⢽ࠃࠅᩰᲑߦㄦㅦߢޔๆ⌕ᠲߦⷐߔࠆᤨ㑆ࠍᓥ᧪ߩ᮸⢽ల Ⴏࠞࡓߩ߹ߢ⍴❗ߢ߈ࠆㅢߒࠍᓧߚޕ
ᐕᐲߩ㗴ߥߤ ․ߦߥߒޕ
᧪ᐕᐲߩ⋡⊛⋡ᮡ
⥄ὼ⇇ߦ߅ߡޔࡦߪࡦ㉄Ⴎߣߒߡሽߔࠆ႐ว߇ᄙ߇ޔࡅ㉄ߪࡅ㉄Ⴎߣࡅ㉄Ⴎߩੑ
ߟߩᒻᘒߢሽߔࠆޕᐔᚑ㧝㧣ᐕᐲߪࡅ㉄ߩๆ⌕േߦߟߡᬌ⸛ߔࠆޕ߹ߚޔ❫⛽ߩ㕙ߩ ߺߦPOߩࠗࠝࡦ឵⋧ࠍߔࠆࠗࠝࡦ឵❫⛽ࠍ㐿⊒ߒޔߐࠄߥࠆๆ⌕ㅦᐲߩะࠍ࿑ࠆޕ
㧚⎇ⓥ⾌ขᓧ⁁ᴫ
⑼ቇ⎇ⓥ⾌ഥ㊄ޔၮ⋚⎇ⓥEᐕޔਁޔ㜞ㅦ㊄ዻࠗࠝࡦๆ⌕ᕈߩࠗࡒࡁ
ੑ㈶㉄ဳࠠ࠻❫⛽ߩ㐿⊒ߦ㑐ߔࠆၮ␆⎇ⓥ
ᅑቇነ㒝㊄㧔ᩙ↰Ꮏᬺᩣᑼળ␠㧕ޔᐕਁࠗࠝࡦ឵⤑ߣࠗࠝࡦ឵᮸⢽ࠍ ૬↪ߔࠆ㔚᳇ㅘᨆᴺߦࠃࠆ⚐᳓ㅧߦ㑐ߔࠆ⎇ⓥߩᅑബ
↰㋕㍑⎇ⓥၮ㊄ഥᚑᐕਁ㜞ㅦߢࡦ㉄ߥࠄ߮ߦࡅ㉄ࠗࠝࡦࠍㆬᛯ⊛
ߦๆ⌕ߔࠆᣂⷙ㒶ࠗࠝࡦ឵❫⛽ߩ㐿⊒ߣᔕ↪
᳃㑆ߣߩห⎇ⓥ㧔ਃ㊄ዻ㋶ᬺᩣᑼળ␠㧕ޔᐕޔਁޔࡈ࠶ൻ‛ࠗࠝࡦߦ㜞ㆬ
ᛯᕈߩๆ⌕㐿⊒
㧚⎇ⓥ⊒ޔ․⸵⁁ᴫ
Ԙේ⪺⺰ᢥߦࠃࠆ⊒㧔ߎࠇ߹ߢߩઍ⊛⺰ᢥ㧝㧜✬એౝߣᐕᐲߩ⺰ᢥ㧕 㧝㧕࿖ౝ㧔ᢥ㧕
ၔ ᤘౖޔ̌ࠗࠝࡦ឵ߦၮߠߚࠗࠝࡦᚑಽߩ㜞ㆬᛯ⊛ᬌߥࠄ߮ߦಽ㔌ᴺߩ㐿⊒ߦ㑐ߔࠆ
⎇ⓥ㧔ᐔᚑ㧝㧟ᐕᐲᣣᧄࠗࠝࡦ឵ቇળ⾨ฃ⾨⺰ᢥ㧕̍ޔᣣᧄࠗࠝࡦ឵ቇળ
ᐕએᓟ㧦ઁߦ࿖ౝ᰷ᢥߦ㧤ઙ
㧞㧕࿖㓙㧔᰷ᢥ㧕
(1) Zhu, X. and Jyo, A. (2001).
Removal of Arsenic(V) by Zirconium(IV)-Loaded Phosphoric Acid Chelating Resin, Separation Science and Technology, 36(14),3175-3189.
(2) Yamabe, K., Ihara, T., and Jyo, A. (2001).
Metal Ion Selectivity of Macroreticular Chelating Cation Exchange Resin with Phosphonic Acid Groups Attached to Phenyl Groups of a Styrene-Divinylbenzene Copolymer Matrix.
Separation Science and Technology, 36(15), 3511-3528..
(3) Trochimczuk, A. W., Aoki, S., Yamabe, K., and Jyo, A. (2002).
Synthesis of Porous Divinylbiphenyl Copolymer and Their Sorptive Properties towards Phenol and Its Derivatives.
European Polymer Journal, 38(6), 1175-1181.
(4) Trochimczuk, A. W., Aoki, S., Yamabe, K., and Jyo, A. (2002).
Synthesis of Porous Vinylnaphthalene/Divinylnaphthalene Copolymesr and Their Sorptive Properties towards Phenol and Its Derivatives.
European Polymer Journal, 38(5), 941-945.
(5) Kolthoff, I. M., Chantooni, M. K. Jr., and Jyo, A. (2002).
Equilibrium Constants of the Gamma-Sultone and Extraction Constants of Potassium Ions from Water into Benzene in Presence of 18-Crown-6 and Bromocresol Green.
Talanta, 57(5), 869-873.
(6) Jyo, A., Kugara, J., Trobradovic, H., Yamabe, K., Sugo, T., Tamada, M., Kume, T. (2004).
Fibrous Iminodiacetic Acid Chelating Cation Exchangers with a Rapid Adsorption Rate.
Industrial and Engineering Chemistry Research, 43(7), 1599-1607.
(7) Jyo, A., Kudo, S., Zhu, X., and Yamabe, K. (2005).
Zirconium(IV) Loaded Diaion CRP200 Resin as a Specific Adsorbent to As(III) and As(V).
Environmental Science Research, 55, 29-47.
(8) Jyo, A., Okda, K., Tamada, M., Kume, T. Sugo, T., Tazaki, M.(2005).
Bifunctional Cation Exchanger Fibers Having Phosphonic and Sulfonic Acid Groups.
Environmental Science Research, 55, 49-62.
Ԛญ㗡⊒㧔*ᐕᐲ㧕
㧝㧕࿖ᄖߢ㐿ߐࠇߚ࿖㓙ળ⼏ߦ߅ߡ,[Q߇1TCNߢ⊒ߒߚಽ
1) Jyo, A., Matsuura, R., Hamabe, Y., Sugimoto, M., Tamada, M., Katagai, A., and Yoshii, F., (2004).
“Properties of Bifunctional Phosphonate Fibers Derived from Chloromethylstyrene Grafed Polyolefine Fibers”, 11th International Conference on Polymers and Organic Chemistry 2004, Hotel Krystal, Prague, Czech Republic, July, 18-23(2004).
2) Jyo, A., and Hamabe, Y., (2005).
Rapid Uptake of Heavy Metal Ions from Their Dilute Solutions.
229th Americal Chemical Society National Meeting, San Diego, CA, United States, March 13-17, 2005,
㧞㧕ઁߦ࿖㓙ળ⼏㧝ઙޔ࿖ౝቇળ㧤ઙ
ᐔᚑᐕᐲ⎇ⓥᚑᨐႎ๔
⎇ⓥ⺖㗴ฬ㧦㊀㊄ዻ♽ⅣႺᳪᨴ‛⾰ߩήኂൻߣ⾗Ḯࠨࠗࠢ࡞
ᚲዻ᳁ฬ㧦ᄢቇ㒮⥄ὼ⑼ቇ⎇ⓥ⑼ᴡේᱜᵏ
⎇ⓥ⋡⊛⋡ᮡ
*ᐕᐲޯ㧝ᐕᐲߦ߅ߌࠆ⋡⊛⋡ᮡ
᳓ⅣႺᳪᨴ‛⾰ߩേᘒ⹏ଔ⎇ⓥߩ৻Ⅳߣߒߡޔᓸ㊂ⅣႺᳪᨴ‛⾰ߩቯ㊂ޔਥߣߒߡ㊀㊄ዻߩ
േߦ㑐ߔࠆ⎇ⓥࠍⴕ߁ޕታ㓙ߦߪޔ᳓ߩਛߩኂ㊄ዻర⚛߅ࠃ߮ኂήᯏ㒶ࠗࠝࡦߩቯ㊂ߣ࿕ቯ ߥࠄ߮ߦ㒰ޔᑄ᫈‛߆ࠄߩኂ㊄ዻర⚛ߩ᳓߳ߩṁ㒐ᱛޔᑄ᫈‛ߦ߹ࠇࠆ㊄ዻర⚛ߩಽ㔌
࿁ࠍ⋡⊛ߣߔࠆޕ
*ᐕᐲߩ⋡⊛⋡ᮡ
ⅣႺᳪᨴ‛⾰ߢࠆ㊀㊄ዻ߇ᴡᎹ߿ᶏߦᵹߔࠆߣᷓೞߥⅣႺ㗴ࠍᒁ߈ߎߔߚޔ㊀㊄ዻ ࠍᑄ᫈‛ߪ෩㊀ߦ▤ℂಣಽߐࠇߡࠆޕ߹ߚᦨㄭߢߪޔᦨ⚳ಣಽ႐ߩㅼㄼߣᓴⅣဳ␠ળ᭴▽
ߩⷰὐ߆ࠄޔᑄ᫈‛ߩല↪߇᳞ࠄࠇߡࠆޕᧄ⎇ⓥߢߪޔ৻⥸ᑄ᫈‛ࠍළߒߚᤨߦ⊒↢
ߔࠆ㘧Ἧߥࠄ߮ߦළἯࠍṁⲢಣℂߒߚ㓙ߦ⊒↢ߔࠆṁⲢ㘧Ἧࠍήኂൻߒޔหᤨߦଔ㊄ዻࠍ࿁
ߔࠆߚߩ㉄ߦࠃࠆᶐࡊࡠࠬߦߟߡᬌ⸛ࠍട߃ߚޕ
⎇ⓥᚑᨐ
㧔㧝㧕೨ᐕᐲ߹ߢߩਥߥᚑᨐ
೨ᐕᐲ߹ߢߪޔ৻⥸ᑄ᫈‛ࠍළߒߚᤨߦ⊒↢ߔࠆළἯࠍᷫኈൻߒߡήኂൻߔࠆߚߩṁⲢ ಣℂࡊࡠࠬߦߟߡᬌ⸛ࠍട߃ߚޕߔߥࠊߜޔළἯࠍ㜞᷷ߢṁⲢߒߡࠬࠣൻߔࠆ㓙ߩࠬ
ࠣ⚵ᚑ߿ᾲಣℂ᧦ઙ߇㋦ߩṁᕈߦ߷ߔᓇ㗀ߦߟߡᬌ⸛ߒޔ㋦ߩṁࠍ㒐ᱛߔࠆಣℂ᧦ઙࠍ
⏕┙ߒߚޕ
㧔㧞㧕ᒰᐕᐲߦᓧࠄࠇߚᚑᨐ
৻⥸ᑄ᫈‛ࠍළߔࠆᤨߦ⊒↢ߔࠆ㘧Ἧ߅ࠃ߮ළἯࠍṁⲢߒߡࠬࠣൻߐߖࠆ㓙ߦ⊒↢ߔ ࠆṁⲢ㘧Ἧߩήኂൻߣޔߎࠇࠄ㘧Ἧ߆ࠄߩଔ㊄ዻߩ࿁ࠍ⋡⊛ߣߒߡޔᐕᐲߪ㘧ἯߩႮ㉄ᶐ
ߣ⎫㉄ᶐࠍⴕߞߚޕ⎇ⓥߦ↪ߚ㘧Ἧߩ⚵ᚑࠍ㧝ߦ␜ߔޕ⎇ⓥኻ⽎ߣߒߚ㘧Ἧߪޔ㘧Ἧ
㓸ᤨߦࠕ࡞ࠞᚑಽࠍ็߈ㄟ߹ߕߦ㓸ߒߚ㘧Ἧ㧔#㧕ޔ⍹Ἧࠍ็߈ㄟࠎߢ㓸ߒߚ㘧Ἧ㧔$㧕ޔ
㉄࠰࠳ࠍ็߈ㄟࠎߢ㓸ߒߚ㘧Ἧ㧔%㧕ޔߥࠄ߮ߦᏒਛߩ৻⥸⊛ߥṁⲢ㘧Ἧ㧔&㧕ߩ ⒳㘃ߢ
ࠆޕߥ߅ޔ㧝ߩൻቇ⚵ᚑߦߪޔߘࠇߙࠇߩ㘧Ἧߩ⚻ᱧߦࠃࠆ⚵ᚑߩ㆑߇ࠇߡࠆޕ⎇ⓥኻ
⽎ߣߒߚ㊄ዻర⚛ߪޔ㘧ἯߦᲧセ⊛ᄙߊ߹ࠇࠆ㋦ߣ㋦ߣߒߚ߇ޔ㌃߿㋕ߥߤߩሽߔࠆ㊄ዻ ర⚛ߩേߦߟߡ߽ᬌ⸛ࠍട߃ߚޕ
࿑㧝ߦ㘧Ἧ # ߩႮ㉄ߦࠃࠆᶐ⚿ᨐࠍ␜ߔޕ࿑ߩ❑ゲߪޔฦర⚛ߩᶐ₸ޔᮮゲߪᶐߦ↪
ߚႮ㉄Ớᐲߢࠆޕߥ߅ޔታ㛎᧦ઙߪޔᶐ᷷ᐲ ͠ޔᶐᤨ㑆 ಽߢޔࡄ࡞ࡊỚᐲߪ IͰ ߢࠆޕ߹ߚޔ࿑㧞ߦߪޔ㘧Ἧ $ ߩႮ㉄ᶐ⚿ᨐࠍ␜ߒߚޕታ㛎᧦ઙߪޔ࿑㧝ߩ߽ߩߣหߓߢ
㧝 ⹜ᢱߩ㘧Ἧߩൻቇಽᨆ⚵ᚑ
࿑࿑㧝 㘧Ἧ # ߩႮ㉄ᶐ⚿ᨐ
㪪㪼㩷㩿㫄㪾㪆㫂㪾㪀 㪪㩷㩿㫄㪾㪆㫂㪾㪀 㪚㫃㩷㩿㫄㪾㪆 㫂㪾㪀 㪝㪼㩷㩿㫄㪾㪆㫂㪾㪀 㪘㫊㩷㩿㫄㪾㪆㫂㪾㪀 㪱㫅㩷㩿㫄㪾㪆㫂㪾㪀 㪚㫌㩷㩿㫄㪾㪆㫂㪾㪀 㪚㫉㩷㩿㫄㪾㪆㫂㪾㪀 㪥㪸㪉㪦㩷㩿䋦㪀
㪢㪉㪦㩷㩿䋦㪀 㪧㪹㩷㩿㫄㪾㪆㫂㪾㪀 㪚㪻㩷㩿㫄㪾㪆㫂㪾㪀 㪪㫀㪦㪉㩷㩿䋦㪀 㪘㫃㪉㪦㪊㩷㩿䋦㪀
㪚㪸㪦㩷㩿䋦㪀
㪝㫃㫐㩷㪸㫊㪿㩷㪘 㪝㫃㫐㩷㪸㫊㪿㩷㪙 㪝㫃㫐㩷㪸㫊㪿㩷㪚 㪝㫃㫐㩷㪸㫊㪿㩷㪛
㪈㪏 㪐㪅㪉 㪈㪉 㪎㪅㪉㪎
㪈㪅㪎㪏 㪈㪉 㪅㪎㪊 㪈㪍 㪅㪈㪎 㪏㪅㪌㪌 㪈㪍㪇㪇㪇 㪋㪇㪇 㪓㪈㪇㪇 㪍㪇㪇㪇㪇 㪉㪌㪇㪇 㪓㪈㪇㪇 㪓㪈㪇㪇 㪐㪉㪇㪇 㪊㪉㪇㪇㪇㪇 㪐㪋㪇㪇 㪋㪉㪇㪇
㪉㪎㪋㪇㪇㪇 㪉㪌㪇㪇㪇 䋼䋱 㪊㪌㪇 㪈㪇㪊㪇 㪈㪌㪈㪇㪇 㪈㪊 㪈㪊㪇 㪋㪎㪇㪇 㪊㪅㪋 㪉㪋㪅㪐 㪈㪇㪅㪌 㪎㪅㪈 㪋㪅㪎
㪋㪌㪅㪎 㪉㪅㪏 㪉㪅㪈 㪉 㪊㪎㪇 㪋㪇㪇 㪐㪅㪎 㪏 㪌㪊㪇 㪌㪉㪇 㪈㪌㪇 䋼䋱 㪈㪈 㪇㪇㪇 㪈㪐㪍 㪇㪇㪇 㪈㪊 㪇㪇㪇 㪐㪉㪇㪇
㪈㪊㪇㪇㪇㪇 㪉㪈㪇㪇㪇 䋼䋱 㪋㪌㪇 㪉㪊㪏㪇 㪋㪍㪋㪇㪇 㪈㪎 㪌㪋㪇 㪐㪉㪌㪇 㪌㪅㪐 㪎 㪈㪍㪅㪐 㪈㪊㪅㪏
㪇 㪉 㪇 㪋 㪇 㪍 㪇 㪏 㪇 㪈 㪇 㪇
㪇 㪇 㪅㪉 㪇 㪅㪋 㪇 㪅㪍 㪇 㪅㪏 㪈 㪈 㪅㪉 㪈 㪅㪋 㪈 㪅㪍 㪈 㪅㪏
㪟㪚㫃㩷㪺㫆㫅㪺㪼㫅㫋㫉㪸㫋㫀㫆㫅㩷㩿㫄㫆㫃㪆㫃㪀
㪣 㪼 㪸 㪺 㪿 㫀㫅 㪾㩷 㫇 㪼 㫉㪺 㪼 㫅 㫋㪸 㪾㪼 㩷㩿 㩼 㪀
㪱㫅 㪧㪹 㪝㪼 㪚㫌
ࠆޕ
࿑߆ࠄࠄ߆ߥࠃ߁ߦޔႮ㉄ᶐߢߪޔṁⲢ㘧Ἧਛߩ㋦ޔ㋦ޔ㌃ޔ㋕߇㕖ㆬᛯ⊛ߦᶐߐࠇ ߚޕ߹ߚޔ⍹ൻࠍ็߈ㄟࠎߢ㓸ߒߚ㘧Ἧ $ ߢߪޔႮ㉄Ớᐲ߇ OQNͰ߹ߢޔߕࠇߩర⚛
ߩᶐ₸߽߶߷㧜ߢࠅޔߎࠇߪ㘧Ἧਛߩ⍹Ἧಽߦࠃࠅ㉄߇ᶖ⾌ߐࠇޔߎߩ㉄Ớᐲ߹ߢߪ㊄ዻర
⚛ߩᶐߦ㉄߇ነਈߒߥ߆ߞߚߣផኤߐࠇࠆޕ
࿑㧞 㘧Ἧ $ ߩႮ㉄ᶐ⚿ᨐ
࿑㧟 㘧Ἧ # ߩ⎫㉄ᶐ⚿ᨐ 㪇
㪉 㪇 㪋 㪇 㪍 㪇 㪏 㪇 㪈 㪇 㪇
㪇 㪇 㪅㪉 㪇 㪅㪋 㪇 㪅㪍 㪇 㪅㪏 㪈 㪈 㪅㪉 㪈 㪅㪋 㪈 㪅㪍 㪈 㪅㪏
㪟㪚㫃㩷㪺㫆㫅㪺㪼㫅㫋㫉㪸㫋㫀㫆㫅㩷㩿㫄㫆㫃㪆㫃㪀
㪣 㪼 㪸 㪺 㪿 㫀㫅 㪾㩷 㫇 㪼 㫉㪺 㪼 㫅 㫋㪸 㪾㪼 㩷㩿 㩼 㪀
㪱㫅㪧㪹 㪝㪼 㪚㫌
㪇 㪉㪇 㪋㪇 㪍㪇 㪏㪇 㪈㪇㪇
㪇 㪇㪅㪈 㪇㪅㪉 㪇㪅㪊 㪇㪅㪋 㪇㪅㪌 㪇㪅㪍 㪇㪅㪎 㪇㪅㪏 㪇㪅㪐 㪈
㪟
㪉㪪㪦
㪋㩷㪺㫆㫅㪺㪼㫅㫋㫉㪸㫋㫀㫆㫅㩷㩿㫄㫆㫃㪆㫃㪀
㪣 㪼 㪸 㪺 㪿 㫀㫅 㪾㩷 㫇 㪼 㫉㪺 㪼 㫅 㫋㪸 㪾㪼 㩷㩿 㩼 㪀
㪱㫅 㪧㪹 㪝㪼 㪚㫌
࿑㧟ߦ㘧Ἧ # ߩ⎫㉄ߦࠃࠆᶐ⚿ᨐࠍ␜ߔޕታ㛎᧦ઙߪޔᶐ᷷ᐲ ͠ޔᶐᤨ㑆 ಽߢޔ ࡄ࡞ࡊỚᐲߪ IͰߢࠆޕ࿑㧝߅ࠃ߮࿑㧞ߦ␜ߒߚႮ㉄ᶐߣߩᄢ߈ߥ㆑ߪޔ㋦߇߶ߣࠎߤ ᶐߐࠇߥߎߣߢࠆޕߎࠇߪ⎫㉄ᶐߢߪ㋦߇㔍ṁᕈߩ⎫㉄㋦ߦߥࠆߚߢࠆޕ
࿑㧠ߦߪޔ㘧Ἧ & ߩႮ㉄ᶐߩ⚿ᨐߣ⎫㉄ᶐߩ⚿ᨐࠍኻᲧߐߖߡ␜ߒߚޕႮ㉄ᶐߢߪޔ߿
ߪࠅṁⲢ㘧Ἧਛߩ㊄ዻర⚛߇㕖ㆬᛯ⊛ߦᶐߐࠇߚޕߎߩߚႮ㉄ᶐߪޔṁ⸃ߒߚ㊄ዻర⚛ࠍ ಽ㔌ߔࠆߚߩᓟಣℂ߇ⶄ㔀ߦߥࠆ߇ޔᱷᷲߦ㋦߇ࠄߥߚޔ㘧ἯߩήኂൻߦߪലߥᚻᲑ ߢࠆߣ⠨߃ࠄࠇࠆޕ৻ᣇޔ⎫㉄ᶐߢߪ㋦߇⎫㉄㋦ߦߥࠆߚޔ㋦ߪᶐߐࠇߥ߆ߞߚޕ߹ߚޔ
㋦ߣ㌃ߩㆬᛯᶐ߽ࠆ⒟ᐲน⢻ߢߞߚޕߥ߅ޔߎࠇࠄߩ㊄ዻర⚛ࠍᶐߔࠆߩߦᔅⷐߥ㉄
Ớᐲߪޔ⎫㉄ߩᣇ߇Ⴎ㉄ࠃࠅ߽ዋߥߊߡᷣߎߣ߇ಽ߆ߞߚޕߎߩߚ⎫㉄ᶐߪޔଔ㊄ዻߩ
࿁ߦߪᅢㇺวߢࠆ߇ޔᱷᷲߦ㋦߇ࠆߚޔᱷᷲಣℂࠍߔࠆᔅⷐ߇ࠆޕ᧪ᐕᐲߪޔߎࠇࠄ
㊄ዻర⚛߇ṁ⸃ߒߚṁᶧ߆ࠄߩ㊄ዻర⚛ߩಽ㔌࿁ߦߟߡ⎇ⓥࠍⴕ߁੍ቯߢࠆޕ
Ⴎ㉄ᶐ ⎫㉄ᶐ
࿑㧠 㘧Ἧ & ߩႮ㉄߅ࠃ߮⎫㉄ߦࠃࠆᶐ⚿ᨐ
ᚑᨐߩ㆐ᚑᐲ
ߘߩಣℂ߇㗴ߣߥߞߡࠆළ㘧Ἧߥࠄ߮ߦṁⲢ㘧Ἧࠍ㉄ᶐߒߡήኂൻߒޔหᤨߦ㊄ ዻర⚛ࠍ࿁ߔࠆ╙㧝Ბ㓏ߣߒߡߩᶐಣℂߦߟߡߩ⍮߇ᓧࠄࠇߚߚޔᐕᐲߩ⋡ᮡߪච ಽ㆐ᚑߢ߈ߚߣ⠨߃ߡࠆޕ
ᐕᐲߩ㗴ߥߤ ․ߦߥߒޕ
㪇 㪉㪇 㪋㪇 㪍㪇 㪏㪇 㪈㪇㪇
㪇 㪇㪅㪉 㪇㪅㪋 㪇㪅㪍 㪇㪅㪏 㪈 㪈㪅㪉
㪟㪚㫃㩷㪺㫆㫅㪺㪼㫅㫋㫉㪸㫋㫀㫆㫅㩷㩿㫄㫆㫃㪆㫃㪀
㪣 㪼 㪸 㪺 㪿 㫀㫅 㪾 㫇 㪼 㫉㪺 㪼 㫅 㫋㪸 㪾㪼 㩿㩼 㪀
㪱㫅㪧㪹 㪝㪝㪼㪼 㪚㪚㫌㫌
㪇 㪉㪇 㪋㪇 㪍㪇 㪏㪇 㪈㪇㪇
㪇 㪇㪅㪇㪌 㪇㪅㪈 㪇㪅㪈㪌 㪇㪅㪉 㪇㪅㪉㪌 㪇㪅㪊
㪟
㪉㪪㪦
㪋㩷㪺㫆㫅㪺㪼㫅㫋㫉㪸㫋㫀㫆㫅㩷㩿㫄㫆㫃㪆㫃㪀
㪣 㪼 㪸 㪺 㪿 㫀㫅 㪾 㫇 㪼 㫉㪺 㪼 㫅 㫋㪸 㪾㪼 㩿㩼 㪀
㪱㫅 㪧㪹 㪝㪝㪼㪼 㪚㪚㫌㫌
᧪ᐕᐲߩ⋡⊛⋡ᮡ
ᐕᐲߩ⎇ⓥߦࠃߞߡᓧࠄࠇߚޔ㘧Ἧࠍᶐߐߖߚṁᶧਛߦ߹ࠇࠆฦ⒳㊄ዻర⚛ߩಽ㔌࿁
ߦ㑐ߔࠆ⎇ⓥࠍⴕ߁ޕ߹ߚޔᶐᱷᷲߩಣℂᣇᴺࠍᬌ⸛ߒޔ৻⥸ᑄ᫈‛ߩළ㘧Ἧ߅ࠃ߮ṁⲢ 㘧Ἧߩήኂൻߣല↪ᛛⴚࠍ⏕┙ߔࠆޕ
㧚⎇ⓥ⾌ขᓧ⁁ᴫ
ᐔᚑ ᐕᐲ⑼ቇ⎇ⓥ⾌ഥ㊄㧔ၮ⋚⎇ⓥ㧔%㧕㧔㧕㧕ઍ
ޟළἯṁⲢಣℂࠬࠣߩήኂൻ߅ࠃ߮ṁⲢ㘧Ἧ߆ࠄߩ㊄ዻ࿁ޠ㧔 ජ㧕 ᐔᚑ ᐕᐲ⑼ቇ⎇ⓥ⾌ഥ㊄㧔ၮ⋚⎇ⓥ㧔%㧕㧔㧕㧕ઍ
ޟ㉄ᶐ̆ᴉᲚಽ㔌ᴺߦࠃࠆṁⲢ㘧Ἧ߆ࠄߩଔ㊄ዻߩ࿁ޠ㧔 ජ㧕
㧚⎇ⓥ⊒ޔ․⸵⁁ᴫ
Ԙේ⪺⺰ᢥߦࠃࠆ⊒㧔ߎࠇ߹ߢߩઍ⊛⺰ᢥ㧝㧜✬એౝߣᐕᐲߩ⺰ᢥ㧕 㧞㧕࿖ౝ㧔ᢥ㧕
ޟ㍑࠳ࠬ࠻ߩ㉄ᶐߣߘߩㅦᐲޠ㧦⾗Ḯಣℂᛛⴚ㧘╙Ꮞ㧘╙ภ㧘㗁㧘㧧ᴡේᱜ ᵏ㧘⮮↰ാ৻
ޟᾲᄤ⒊ࠍ↪ߚࡑࠣࡀࠪࠕࠞࡏࡦࠇࠎ߇ߩ㉄ൻㅦᐲ᷹ቯޠ㧦⠴Ἣ‛㧘╙Ꮞ㧘╙ภ㧘 㗁㧘㧧⍾ጊኡਯ㧘ᴡේᱜᵏ
ޟ㕖㋕㍰ߦ߅ߌࠆࠬࠣߣ࠳ࠬ࠻ߩᦨㆡಣℂߦ㑐ߔࠆ⎇ⓥޠ㧦ᣣᧄ㋶ᬺᝄ⥝ળ⎇ⓥᚑᨐႎ ๔ᦠ㧘ᣣᧄ㋶ᬺᝄ⥝ળ㧘㗁㧘㧧ᴡේᱜᵏ
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