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田んぼの命を見守るIoT@Kawagoe
Nobuo Hayashi
February 16, 2020
Technology
0
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田んぼの命を見守るIoT@Kawagoe
Nobuo Hayashi
February 16, 2020
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Transcript
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ాΜ΅ͷ໋ΛݟकΔ*P5 ͷઓ ాΜ΅*P5ηϛφʔ ྛɹ৳
1
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ੲ !2 ύιίϯࢽͷฤू
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !3 ͜Μͳͷͱ͔
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !4 ͜Μͳͷ
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !5 Ҿୀޙ ੲऔΊͳ͔ͬͨϓ ϩάϥϜɺγεςϜઃ
ܭɺ࡞ʹ·Γத
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !6 ྛ৳ OPCVPI
5XJUUFS !IBZB@TBOO 'BDFCPPLຊ໊Ͱग़͍ͯ·͢ɻ༑ୡʹͳͬͯͶ
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ w ిݯωοτϫʔΫͳ͍ॴͰ w Ͱ͖Δ͚ͩ҆Ձʹɻػثωοτ
w ాΜ΅ͷࠓ͕͔ΔΈΛ࡞Δ w ηΩϡϦςΟ֬อ w ࢭ·Βͳ͍Έ࡞Γ w ଞͷΈͱͷൺֱ w ͞ΒʹલʹɻڠྗऀืΔ !7 ࠓ͓͢͠Δ͜ͱ
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ʹ࠷ॳ ͷษڧձ։࢝ ɿΧϝϥՔಈ ɿ̎߸ػೖ
ɿ̎߸ػෆௐ ɿ̎߸ػվྑ൛ !8
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !9 ࣮ݱ͍ͨ͜͠ͱ w Ҵͷੜ֬ೝ
w ग़ึͷ֬ೝ w ؾσʔλɿಛʹͷฏۉؾԹ w ిݯɺωοτϫʔΫͷͳ͍ͱ͜ΖͰ࿈ଓӡస w શͳηΩϡϦςΟͷ֬อ ͜ͷೋͭߴਫ਼ࡉը૾͕ඞཁ !9
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !10 !10 ࣮ݱͨ͜͠ͱ !10
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ϚίϞͷੜΛݟकΔ !11
!12
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ใऩूγεςϜҎ্ʹϒϥβʹՌ https://camera.hkose.com/dailySlideShow_v7.php !13
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ใऩूγεςϜҎ্ʹϒϥβʹՌ https://camera.hkose.com/dailySlideShow_v7.php !14
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ใऩूγεςϜҎ্ʹϒϥβʹՌ !15
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ؒʹͬͯࡱΓଓ͚͖ͯͨాΜ΅Χϝϥͷө૾ IUUQTZPVUVCFXL14Z$BD$;P ඵͰৼฦΔ͔Θ͑͝ཬࢁߞถͷ !16
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ؒʹͬͯࡱΓଓ͚͖ͯͨాΜ΅Χϝϥͷө૾ ඵͰৼฦΔ͔Θ͑͝ཬࢁߞถͷ IUUQTZPVUVCFXL14Z$BD$;P !17
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ͔Θ͑͝Ͱͷඞਢ݅ ຊମՁ֨ສԁ ిݯແ͠ ωοτϫʔΫແ͠
!18
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ද ͔Θ͑͝ཬࢁɾఆ؍ଌஔɹγεςϜ։ൃҰࣜ ̍ʣখܕίϯϐϡʔλʔγεςϜ ʢΧϝϥɺԹηϯαʔº̎ɺؾѹηϯαʔɺ࣪ηϯαʔɺরηϯαʔΛؚΉʣ
3BTQCFSSZ1J.PEFM" ʢ34ίϯϙʔωϯπʣ ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH 3BTQCFSSZ1JΧϝϥϞδϡʔϧ7ɿ ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH Թɺরɺؾѹɺ࣪ηϯαʔɿ ԁ ిѹηϯαʔճ࿏ NJDSP4%Χʔυɻ(#YຕɻDMBTTҎ্ɺτϥϯηϯυ ԁ ௨৴ճઢ 403"$0.ελʔλʔΩοτʢ(64#υϯάϧ",ಉࠝʣ ԁ IUUQTXXXTXJUDITDJFODFDPNDBUBMPH ̎ʣిݯஔ ిݯίϯτϩʔϧϞδϡʔϧɿΧελϜઃܭͷిࢠճ࿏ɿ෦ ԁ ϚΠίϯɿ.41(ɺ1DI.04'&5ɺఆిѹϨΪϡϨʔλʔ ਫɾީέʔεʢԁʴૹྉʣ ԁ IUUQTXXXNPOPUBSPDPNQ ઢ༻ճ࿏ج൘ ԁ ίωΫλʔɺઢࡐྉɺΧϝϥอޢΨϥε ԁ ʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹʹ ػࡐ෦ࡐ߹ܭ ԁ !19
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !20 w ιʔϥʔॆిίϯτϩʔϥɿԁ w
8ɹଠཅޫύωϧ8 ʢྫɿژηϥηϧɿԁʣ w 7"IߴੑೳγʔϧυόοςϦʔ 81ɿԁ w ௨৴ྉۚɿԁʗ݄ w جຊྉۚɿԁ σʔλ௨৴ͷΈͷ߹ w σʔλ௨৴ྉɿԁ.#ʙ ిݯʢ࠷খߏʣ
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !21 ج൘͔Βઃܭ
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !22
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !23 "NCJEBUB
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ݟࣄʹಇ͍ͯɺઌ΄Ͳͷࣸਅ !24
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػऩ֭લʹࣄ݅ൃੜ w िؒʙಈ͍ͯࢭ·Δ w
ᢰਏۤͷݪҼڀ໌ w Ұͭ௵͢ͱ·ͨҰͭ !25
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػऩ֭લʹࣄ݅ൃੜ w ཧతো͍Ζ͍Ζ͋ͬͨ w
མཕ w ෩ !26
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ਖ਼ৗಈ࡞࣌ !27
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ҟৗಈ࡞࣌ !28
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػऩ֭લʹࣄ݅ൃੜ w Կ͕ͩͬͨͷ͔ʁ w
ઃܭͨ͜͠ͱͱҧ͏͜ͱ͕ཪͰى͍ͬͯ͜ΔΒ͍͠ɻ ͦ͜Ͱɺίϯϐϡʔλʔͷىಈ͔ΒԿ͕ى͍ͬͯ͜Δ͔Λ ஞҰௐΔ͜ͱʹͨ͠ɻ !29
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !30 QJ!SBTQCFSSZQJdENFTH5 <4VO/PW>#PPUJOH-JOVYPOQIZTJDBM$16Y <4VO/PW>-JOVYWFSTJPO
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⒎⒎Y⒎⒎ L# pYNBQY⒎DY⒎G L# WNBMMPDYEY⒎ .# MPXNFNYDYE .# NPEVMFTYCGYD .# UFYUYDYDGFE L# JOJUYDDEYDB L# EBUBYDBYDDDGF L# CTTYDEGYDBBFD L# <4VO/PW>4-6#)8BMJHO 0SEFS .JO0CKFDUT $16T /PEFT <4VO/PW>GUSBDFBMMPDBUJOHFOUSJFTJOQBHFT <4VO/PW>/3@*324 OS@JSRT QSFBMMPDBUFEJSRT <4VO/PW>TDIFE@DMPDLCJUTBUL)[ SFTPMVUJPOOT XSBQTFWFSZOT <4VO/PW>DMPDLTPVSDFUJNFSNBTLY⒎⒎⒎⒎NBY@DZDMFTY⒎⒎⒎⒎ NBY@JEMF@OTOT <4VO/PW>CDNTZTUFNUJNFS JSR <4VO/PW>$POTPMFDPMPVSEVNNZEFWJDFY <4VO/PW>DPOTPMF<UUZ>FOBCMFE <4VO/PW>$BMJCSBUJOHEFMBZMPPQ#PHP.*14 MQK <4VO/PW>QJE@NBYEFGBVMUNJOJNVN <4VO/PW>.PVOUDBDIFIBTIUBCMFFOUSJFT PSEFS CZUFT <4VO/PW>.PVOUQPJOUDBDIFIBTIUBCMFFOUSJFT PSEFS CZUFT
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ !31 5SDMPDBM SDMPDBMNBJO 4UBSUFEMPHHJOHUPWBSMPHpFME@MPDBUJPOMPH
SDMPDBMWFSߋ৽ɿ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pDPVOUSZTFSWJDFFOBCMFE BWBIJEBFNPOTPDLFUFOBCMFE USJHHFSIBQQZTPDLFUFOBCMFE EFGBVMUUBSHFUFOBCMFE NVMUJVTFSUBSHFUFOBCMFE OGTDMJFOUUBSHFUFOBCMFE SFNPUFGTUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE SVOMFWFMUBSHFUFOBCMFE VOJUpMFTMJTUFE <<N0,<N>4UBSUFE0QFO#4%4FDVSF4IFMMTFSWFS <NUPTUPQUIJTBVUPSVOTDSJQU TFU130(3".48*5$)PO<N <NXJUIJOTFDPOET<N <<N0,<N>4UBSUFE-4#FYJN.BJM5SBOTQPSU"HFOU
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ߸ػݱࡏ҆ఆՔಇத w ͨͿΜɺηΩϡϦςΟΞοϓσʔτ͕ѱ͞Λ͍ͯ͠ΔͷͰ ͳ͍͔ɺͱݟΛ͚
ɹɹ͜ͷػೳΛετοϓͨ͠ w ҎԼͷ௨Γɺਖ਼ৗʹಈ͍͍ͯΔ w IUUQTBNCJEBUBJPDIDIBOOFMIUNM JE !32
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ म෮ޙշௐʹಈ࡞ !33
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ Ұఆ͓͖࣌ؒʹʮڧ੍࠶ىಈʯ ͤ͞Δʮճ࿏ʯΛઃܭ͢Δ͔ʁ w ҰఆϨϕϧͷղܾΛΈ͕ͨɺߋͳΔᘳΛࢦ͍ͨ͠
!34
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ʮڧ੍࠶ىಈʯج൘ w 3BTQCFSSZ1J.PEFM# ༻Υονυοάج൘
w 4XJUDI4DJFODFͰԁ !35
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ σʔλੵˠϏοάσʔλͷ׆༻ʹ݁ͼ͚ͭΔ w ۀͱڥͱͷؔΛ͞Βʹਂ͘୳ٻ͠Α͏
w খݚڀࣨͱͷ࿈ܞΛਂΊ͍ͨ !36
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ রσʔλΛऔ͍ͬͯΔ͕ɺ औΓํ͜ΕͰ͍͍͔ʁ w ২ҭʹӨڹͷ͋ΔΛଌΔඞཁແ͍͔ʁ
!37
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ২ͷੜҭେ͖͘Өڹ͢Δ$ !38
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ $ ηϯαʔ w 6*05&$.);#$0Ϟχλ༻֎
ઢηϯα/%*3ɹ11. w ˇ !39
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ২ͷੜҭେ͖͘Өڹ͢Δ$ w $0ͷ༗ޮͳଌΓํʹ͍ͭͯՈ͞Μͷݟɺখݚڀ
ࣨͷॿݴΛڼ͍͗ͨ !40
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ தԹ w ݱࡏɺ༗ޮʹػೳ͍ͯ͠Δ͕ɺਫాʹ༗ޮͳͷ͔ʁ w
߅ʢిྲྀʣΛଌΔͷͰిۃͷ৯͕ܹ͍͠ˠ੩ ి༰ྔࣜʹมߋ w !41
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ਫ໘ߴ w ਫ໘ߴͷଌఆෆཁʁ w
ઐՈʹฉ͘ͱɺਫాΛΔ෩͕ਫ໘ΛภΒͤΔ !42
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !43
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !44 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ؾிͷެࣜఏڙσʔλ !45
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !46 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1 ؾிఏڙͷσʔλ
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ొख़ੵࢉؾԹ !47 https://public.tableau.com/profile/nobuo.hayashi#!/vizhome/_26317/1 ӽాͷాΜ΅ɿొख़ੵࢉؾԹʢؾிʴ̎߸ػʴখઌੜʣ
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ಘΒΕͨوॏͳݟ 48
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ݱͷؾσʔλ ଌఆෆཁ ͜͏͍͏ݟͬͯΈͯॳΊ͔ͯͬͨ͜ͱɻ 49
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠௨৴ٕज़ɺσόΠεͷ ༏ྼൺֱݕ౼ w Ձ֨ɺੑೳ͔ΒݱࡏͷγεςϜͰྑ͍ͷ͔ʁ
!50
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ *P5͚௨৴ճઢ -18"ʢ-PX1PXFS8JEF"SFBʣͱ( -5& !51
8"/ LN 8-"/ ʢNʣ 81"/ ʢNʣ 8#"/ ʢ̍Nʣ ɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹɹ σʔλϨʔτʢ.CQTʣ /'$ 8J46/ ;JH#FF ;8BWF -18" TJHGPY -5&. -P3B8"/ /#*P5 #MVFUPPUI ϞόΠϧճઢ ʢ4PSBDPNɺ**+ʣ 8J'J ؒԁ͔Β ԁ͔Β ాΜ΅Ͱ͏
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠σόΠεɿ"SEVJOPɺ. w 3BTQCFSSZ1JͳΜ͔ΑΓͬͱ҆ͯ͘؆ศͳͷ͕͋ΔΜ ͡Όͳ͍ͷʁ
!52
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠σόΠεɿ"SEVJOPʴ-5& w 8JP-5&+17FSTJPO w
ԁ !53
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽σόΠεɿ.4UBDL -5& w ΞϯςφΛࡌͨ͠.4UBDL༻ͷ(Ϟδϡʔϧ
w ԁ !54
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ৽͍͠௨৴ٕज़ɿ4JHGPY w 4JHGPY4IJFMEGPS"SEVJOP 6OB4IJFME74
w ԁ w ௨৴ྉۚɿؒԁ w ໔ڐෆཁ.)[ w ൖڑ͕͘ɺ࠷େLNఔͷڑ௨৴͕Մೳ !55
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ԿΛͲ͏औΔͷ͔ʁ !56
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ औਫͷίϯτϩʔϧ !57
2020/02/16 - Nobuo Hayashi ͔Θ͑͝ཬࢁΠχγΞνϒ ాΜ΅IoTݚڀձ ੋඇ͝Ұॹʹ ߟ͑·͠ΐ͏ !58