ããç ç©¶ã®éèŠãªäžçããã®äžçç圱é¿ã課é¡ããããŠéç²è ä¿è·ã®ããã®é©æ°çãªè§£æ±ºçã«ã€ããŠè§£èª¬ããŸãã
ããç ç©¶ã®é²å±ïŒéç²è ãå®ãããã®ã°ããŒãã«ãªèŠç¹
éèŠãªéç²è ã§ããããã¯ãäžçã®çæ ç³»ãšé£æå®å šä¿éã«ãããŠæ¥µããŠéèŠãªåœ¹å²ãæãããŠããŸãããããã®çŽ æŽãããæè«ãçè§£ãä¿è·ããããã«ã¯ã倧éžãè¶ãã匷åã§ååçãªç 究掻åãå¿ èŠã§ãããã®èšäºã§ã¯ãäžçäžã®ããç ç©¶ã®çŸç¶ãæ¢ããäž»èŠãªèª²é¡ã驿°çãªã¢ãããŒãããããŠéç²è ä¿è·ã远æ±ããããã®ååã®æ©äŒã«çŠç¹ãåœãŠãŸãã
ããç ç©¶ã®éèŠæ§
ããã¯ãäžçã®äœç©ãéçæ€ç©ã®ããªãã®éšåã®åç²ãæ ã£ãŠããŸãããã®æžå°ã¯ãçç©å€æ§æ§ã飿çç£ãçµæžã®å®å®ã«å¯Ÿããæ·±å»ãªè åšãšãªããŸããããç ç©¶ã¯ã以äžã®ç®çã®ããã«äžå¯æ¬ ã§ãã
- ããã®æžå°ãä¿é²ããèŠå ã®çè§£ïŒçæ¯å°ã®åªå€±ã蟲è¬ãžã®æŽé²ãç æ°ãå¯çè«ãæ°åå€åãæ é€äžè¶³ãªã©ãããã®åäœæ°æžå°ã®åå ãç¹å®ããããšã
- 广çãªä¿å šæŠç¥ã®éçºïŒçæ¯å°ã®å埩ã責任ãã蟲è¬ã®äœ¿çšãç æ°ã®ç®¡çãªã©ãããã®åäœçŸ€ãä¿è·ã»å埩ããããã®èšŒæ ã«åºã¥ãã解決çãåµåºããããšã
- ããã®å¥åº·ãšçç£æ§ã®åäžïŒè²çš®ããã°ã©ã ãæ é€è£å©é£åã驿°çãªé€èæè¡ãéããŠãããã®å¥åº·ãå埩åãåç²ãµãŒãã¹ã匷åããæ¹æ³ãèŠã€ããããšã
- ããã®åäœæ°ãšçç©å€æ§æ§ã®ã¢ãã¿ãªã³ã°ïŒä¿å šæŽ»åã®å¹æãè©äŸ¡ããæ°ããªè åšãç¹å®ããããã«ãããã®åäœæ°ãšå€æ§æ§ãé·æçã«è¿œè·¡ããããšã
ããç ç©¶ã«ãããäžççãªèª²é¡
ããã®ç ç©¶ã¯ãäžçèŠæš¡ã§ããã€ãã®èª²é¡ã«çŽé¢ããŠããŸãã
è³éãšãªãœãŒã¹
ããç ç©¶ã®ããã®é©åãªè³éã確ä¿ããããšã¯ãæ ¹åŒ·ã課é¡ã§ããå€ãã®ç ç©¶ãããžã§ã¯ãã¯ãæ¿åºæ©é¢ãæ°é財å£ãç£æ¥çã®ããŒãããŒããã®å©æéã«äŸåããŠããŸããè³éç²åŸã®ç«¶äºã¯æ¿ãããå©çšå¯èœãªãªãœãŒã¹ã¯åœãå°åã«ãã£ãŠå€§ããç°ãªãå ŽåããããŸããäŸãã°ãå€§èŠæš¡ã§é·æçãªã¢ãã¿ãªã³ã°ããã°ã©ã ã«ã¯æç¶çãªè²¡æ¿æ¯æŽãå¿ èŠã§ãããããã確ä¿ããã®ã¯å°é£ãªå ŽåããããŸããäžéšã®çºå±éäžåœã§ã¯ãããç ç©¶ãè¡ãããã®åºæ¬çãªèšåãã€ã³ãã©ãéãããŠããå ŽåããããŸãã
ããŒã¿å ±æãšåå
ããã®ç ç©¶ã¯ãã°ãã°å€ç«ããŠè¡ãããç ç©¶è éã®ããŒã¿å ±æãååãéãããŠããŸããããã¯ãåªåã®éè€ãæããç§åŠççè§£ã®é²å±ãé ãããå¯èœæ§ããããŸããçºèŠãå éãããå ±åç ç©¶ãããžã§ã¯ããä¿é²ããããã«ã¯ãããã®ç ç©¶ããŒã¿ãå ±æããããã®åœéçãªããŒã¿ããŒã¹ãšãããã¯ãŒã¯ã確ç«ããããšãäžå¯æ¬ ã§ããããŒã¿æææš©ããã©ã€ãã·ãŒãç¥çè²¡ç£æš©ã®åé¡ãããŒã¿å ±æãè€éã«ããå¯èœæ§ããããå«ççããã³æ³çãªåé¡ãæ éã«èæ ®ããå¿ èŠããããŸããç°ãªãæ å ±æºããã®ããŒã¿ã®äºææ§ãšæ¯èŒå¯èœæ§ã確ä¿ããããã«ãæšæºåãããããŒã¿åéãããã³ã«ã®ç¢ºç«ãå¿ èŠã§ãã
å°ççåã
ããã®ç ç©¶ã¯ãå é²åœãç¹ã«åç±³ããšãŒãããã«éäžããŠããããšãå€ãã§ãããã®å°ççãªåãã¯ãã¢ããªã«ãã¢ãžã¢ãåç±³ãªã©ãããã®å€æ§æ§ãé«ããä¿å šã®å¿ èŠæ§ãå·®ãè¿«ã£ãŠããä»ã®å°åã«ãããããã®åäœçŸ€ãè åšã«ã€ããŠã®æã ã®çè§£ãå¶éããŸãããã®åãã«å¯ŸåŠããã«ã¯ãæªã ååã«ç ç©¶ãããŠããªãå°åã§ã®ããç ç©¶ãžã®æè³ãå¢ãããšãšãã«ãå°éç¥èããªãœãŒã¹ãå ±æããããã«ç°ãªãåœã®ç ç©¶è éã®ååãä¿é²ããå¿ èŠããããŸããäŸãã°ããšãŒããããåç±³ã®ç ç©¶è ãçºå±éäžåœã®çŸå°ç§åŠè ãšææºããŠãçŸå°èª¿æ»ã宿œããçŸå°ã®ç ç©¶è ãè²æããããšãèããããŸãã
ææ³ã®æšæºå
ããã®ããŒã¿ãåéã»åæããããã®æšæºåãããææ³ã®æ¬ åŠã¯ãç°ãªãç ç©¶ãå°åéã§çµæãæ¯èŒããããšãå°é£ã«ããå¯èœæ§ããããŸããããã®åå®ãåäœæ°ã¢ãã¿ãªã³ã°ãç æ°ã®èšºæãèŸ²è¬æŽé²è©äŸ¡ã®ããã®æšæºåããããããã³ã«ãéçºããããšã¯ãç ç©¶çµæã®ä¿¡é Œæ§ãšæ¯èŒå¯èœæ§ã確ä¿ããããã«äžå¯æ¬ ã§ããåœéæ€ç©ã»éç²è é¢ä¿å§å¡äŒïŒICPPRïŒãªã©ã®åœéæ©é¢ã¯ãæšæºåãããç ç©¶ææ³ã®éçºãšæ¡çšãä¿é²ããäžã§åœ¹å²ãæããããšãã§ããŸãã
ç ç©¶ã®è¡åãžã®è»¢æ
ããã®ç ç©¶ææãå®è·µçãªä¿å šæŽ»åã«è»¢æããããšã¯ã課é¡ãšãªãå¯èœæ§ããããŸããç ç©¶çµæãé€èå®¶ãèŸ²å®¶ãæ¿çç«æ¡è ãäžè¬åžæ°ã«åºããããã«ã¯ã广çãªã³ãã¥ãã±ãŒã·ã§ã³ãšã¢ãŠããªãŒããå¿ èŠã§ããç ç©¶ãæ¿çæ±ºå®ãä¿å šæŽ»åã«æ å ±ãæäŸããããšã確å®ã«ããããã«ã¯ãç ç©¶è ãå©å®³é¢ä¿è ãæ¿çç«æ¡è ã®éã§ããŒãããŒã·ãããæ§ç¯ããããšãäžå¯æ¬ ã§ããäŸãã°ãç ç©¶è ã¯èŸ²å®¶ãšååããŠãããžã®èŸ²è¬ã®åœ±é¿ãæå°éã«æããç·åçç 害è«ç®¡çæŠç¥ãéçºããããããã®çæ¯å°ãä¿è·ããããã®èŠå¶çå®ã«ã€ããŠæ¿çç«æ¡è ã«å©èšãããããããšãã§ããŸãã
ããç ç©¶ã«ããã驿°çãªã¢ãããŒã
課é¡ã«ãããããããããã®ç ç©¶ã¯ãã€ãããã¯ã§é²åãç¶ããåéã§ãããéç²è ãçŽé¢ããè åšã«å¯ŸåŠããããã«å€ãã®é©æ°çãªã¢ãããŒããéçºãããŠããŸãã
ã²ããã¯ã¹ãšååçç©åŠ
ã²ããã¯ã¹ãšååçç©åŠã¯ãããã®å¥åº·ãè¡åãé©å¿ã«é¢ããæ°ããªæŽå¯ãæäŸããŠããŸããç ç©¶è ã¯ãããã®ããŒã«ã䜿çšããŠãç æ°ã害è«ã«å¯Ÿããèæ§ãããããéºäŒåãç¹å®ããããã®ç€ŸäŒè¡åã®éºäŒçåºç€ãçè§£ãã倿¥çš®ã®ããã®åºããã远跡ããŠããŸããäŸãã°ãç°ãªãçš®é¡ã®ããã®ã²ãã é åãè§£èªããããšã§ãæ§ã ãªç°å¢ãžã®éºäŒçé©å¿ãæããã«ããããã®å埩åãåäžãããããã®è²çš®ããã°ã©ã ã«æ å ±ãæäŸããããšãã§ããŸããåå蚺ææè¡ã¯ãããã®ç æ°ãå¯çè«ãæ©æã«æ€åºããã¿ã€ã ãªãŒãªä»å ¥ãå¯èœã«ããããã«äœ¿çšãããŠããŸãã
ãªã¢ãŒãã»ã³ã·ã³ã°ãšGIS
ãªã¢ãŒãã»ã³ã·ã³ã°ãšå°çæ å ±ã·ã¹ãã ïŒGISïŒã¯ãããã®çæ¯å°ãå°å³åããããã®åäœæ°ãç£èŠããåå°å©çšã®å€åãããã®å€æ§æ§ã«äžãã圱é¿ãè©äŸ¡ããããã«äœ¿çšãããŠããŸããè¡æç»åã䜿çšããŠãèåãæ£®æãªã©ã®ããã«é©ããçæ¯å°ãç¹å®ããåå°è¢«èŠã®å€åãé·æçã«è¿œè·¡ããããšãã§ããŸããGISã¯ãããã®åäœæ°ã®ç©ºéååžãåæããä¿å šæŽ»åãæãå¿ èŠãšãããå°åãç¹å®ããããã«äœ¿çšã§ããŸãããããã®æè¡ã¯ãé éå°ãã¢ã¯ã»ã¹å°é£ãªå°åã§ã®ããã®åäœæ°ã¢ãã¿ãªã³ã°ã«ç¹ã«äŸ¡å€ããããŸãã
åžæ°ç§åŠ
åžæ°ç§åŠãããžã§ã¯ãã¯ããã©ã³ãã£ã¢ãå·»ã蟌ãã§ãããã®çš®é¡ã®åå®ãåäœæ°ã®ã¢ãã¿ãªã³ã°ãçæ¯å°ã®ãããã³ã°ãªã©ãããã®ããŒã¿ãåéããŸããåžæ°ç§åŠã¯ãããç ç©¶ã®èŠæš¡ãšç¯å²ãå€§å¹ ã«æ¡å€§ããå°éã®ç ç©¶è ã ãã§ã¯åéãå°é£ãŸãã¯äžå¯èœãªè²ŽéãªããŒã¿ãæäŸããããšãã§ããŸãããŸããåžæ°ç§åŠãããžã§ã¯ãã¯ãããã®ä¿å šã«å¯Ÿããäžè¬åžæ°ã®æèãé«ããç°å¢ç®¡çãžã®å°å瀟äŒã®é¢äžãä¿é²ããŸããäŸãšããŠã¯ãããåå®ã¢ããªãããã®ç®ææ å ±ãå ±åããããã®ãªã³ã©ã€ã³ãã©ãããã©ãŒã ãå°å瀟äŒãåºç€ãšããçæ¯å°å埩ãããžã§ã¯ããªã©ããããŸãã
人工ç¥èœã𿩿¢°åŠç¿
人工ç¥èœïŒAIïŒã𿩿¢°åŠç¿ïŒMLïŒã¯ãããã®ç»åãããã®é³ã®é³å£°é²é³ãèã®å·£ããã®ã»ã³ãµãŒããŒã¿ãªã©ãããã«é¢ããå€§èŠæš¡ãªããŒã¿ã»ãããåæããããã«äœ¿çšãããŠããŸããAIãšMLã¯ãããã®çš®é¡ãèªåçã«èå¥ããããã®ç æ°ãæ©æã«æ€åºããããã®ã³ãããŒã®æå€±ãäºæž¬ããããã«äœ¿çšã§ããŸãããããã®æè¡ã¯ããããžã®çµŠé€ã巣箱ã®ç®¡çã害è«ã®é§é€ãªã©ãé€èã®å®è·µãæé©åããããã«ã䜿çšã§ããŸããäŸãã°ãAIã¢ã«ãŽãªãºã ã¯èã®å·£ã®ã»ã³ãµãŒããã®ããŒã¿ãåæããŠãã³ãããŒãåèããããªææãäºæž¬ããé€èå®¶ãäºé²æªçœ®ãè¬ããããšãå¯èœã«ããŸãã
ç·åçç 害è«ç®¡ç
ç·åçç 害è«ç®¡çïŒIPMïŒæŠç¥ã¯ã蟲è¬ãããã«äžãã圱é¿ãæžããããã«éçºãããŠããŸããIPMã¯ãçç©çé²é€ãèçš®çæ £è¡ãæšçãçµã£ãèŸ²è¬æ£åžãªã©ã害è«ã管çããããã®æ¹æ³ãçµã¿åãããŠäœ¿çšããŸããIPMæŠç¥ã¯ãããããã®ä»ã®çè«ã«å®³ãåãŒãå¯èœæ§ã®ããåºç¯å²ã¹ãã¯ãã«ã®èŸ²è¬ã®äœ¿çšãæå°éã«æããããšãç®æããŠããŸããäŸãã°ã蟲家ã¯ã«ããŒã¯ãããã䜿çšããŠå®³è«ãæé£ããçè«ãåŒãå¯ãããã害è«ã®åäœæ°ãäœç©ã®åéãè ããéŸå€ã«éãããšãã«ã®ã¿èŸ²è¬ãæ£åžãããããããšãã§ããŸããIPMã®æ¡çšã«ã¯ãç ç©¶è ãèŸ²å®¶ãæ®åæå°å¡éã®ååãå¿ èŠã§ãã
äžçã®ããç ç©¶ã€ãã·ã¢ããã®äŸ
äžçäžã§æ°å€ãã®ããç ç©¶ã€ãã·ã¢ãããé²è¡äžã§ãããããã®çç©åŠãçæ åŠãä¿å šã®å€æ§ãªåŽé¢ã«åãçµãã§ããŸãã
- 欧å·é£åããããŒãããŒã·ããïŒEUBPïŒïŒãšãŒãããå šåã§ããã®å¥åº·ã«é¢ããç ç©¶ãšã¢ãã¿ãªã³ã°ã«ãããååãšèª¿æŽãä¿é²ãããè€æ°ã®å©å®³é¢ä¿è ã«ãããã©ãããã©ãŒã ã
- Colossãããã¯ãŒã¯ïŒããããã®ã³ãããŒæå€±ãé²ãããšã«å°å¿µããåœéçãªç ç©¶å£äœãColossã¯ãããã®å¥åº·ãç æ°ãç®¡çæ¹æ³ã«é¢ããç ç©¶ãããžã§ã¯ãã調æŽããŠããŸãã
- å šç±³ãããã調æ»ïŒNHBSïŒïŒç±³åœå ã§ããããã®ã³ãããŒã®å¥åº·ç¶æ ãç£èŠããã³ãããŒæå€±ã®ãªã¹ã¯èŠå ãç¹å®ããããã®å ±åã®åãçµã¿ã
- ãªãŒã¹ãã©ãªã¢å šåœãããã€ãªã»ãã¥ãªãã£ããã°ã©ã ïŒNBBBïŒïŒãªãŒã¹ãã©ãªã¢ã®ããããç£æ¥ã倿¥ã®å®³è«ãç æ°ããä¿è·ããããã®ããã°ã©ã ã
- ããªããŒã¿ãŒã»ããŒãããŒã·ããïŒåç±³ããã³ãã®ä»ã®å°åã§ãç ç©¶ãæè²ãåçºæŽ»åãéããŠéç²è ã®ä¿å šãä¿é²ããããã«æŽ»åããŠããéå¶å©å£äœã
ããç ç©¶ã®ä»åŸã®æ¹åæ§
ããã®ç ç©¶ã¯ãéç²è ãä¿è·ãã蟲æ¥ãšçæ ç³»ã®æç¶å¯èœæ§ã確ä¿ããäžã§ãä»åŸãéèŠãªåœ¹å²ãæããç¶ããã§ããããå°æ¥ã®ç 究掻åã¯ã以äžã«çŠç¹ãåœãŠãã¹ãã§ãã
- è€æ°ã®ã¹ãã¬ã¹èŠå ãããã®å¥åº·ã«åãŒãçžäºäœçšã®çè§£ïŒããã¯ã蟲è¬ãç æ°ãçæ¯å°ã®åªå€±ãªã©ãè€æ°ã®ã¹ãã¬ã¹èŠå ã«åæã«ãããããããšããããããŸãããããã®ã¹ãã¬ã¹èŠå ãã©ã®ããã«çžäºäœçšããŠããã®å¥åº·ãšå埩åã«åœ±é¿ãäžããããçè§£ããããã®ç ç©¶ãå¿ èŠã§ãã
- ããã«åªããèŸ²æ¥æ £è¡ã®éçºïŒéç²è ã«åªããäœç©ãæ€ããã蟲è¬ã®äœ¿çšãæžããã蟲å°ã«ããã®çæ¯å°ãæäŸãããªã©ãããã«å©çãããããèŸ²æ¥æ £è¡ãç¹å®ããä¿é²ããããã®ç ç©¶ãå¿ èŠã§ãã
- éçããã®å€æ§æ§ã®ä¿å šïŒéçããã¯ä¿å šæŽ»åã«ãããŠèŠéããããã¡ã§ãããåç²ã«ãããŠéèŠãªåœ¹å²ãæãããŠããŸããéçããã®å€æ§æ§ãšååžãçè§£ãããã®çæ¯å°ãä¿è·ããããã®æŠç¥ãéçºããããã®ç ç©¶ãå¿ èŠã§ãã
- æ°åå€åãããã®åäœæ°ã«äžãã圱é¿ã®è©äŸ¡ïŒæ°åå€åã¯ãããã®ååžãçç©å£ç¯ãæ€ç©ãšã®çžäºäœçšãå€åãããããã®åäœæ°ã«å€§ããªåœ±é¿ãäžããå¯èœæ§ããããŸãããããæ°åå€åã«ã©ã®ããã«å¯Ÿå¿ããŠããããçè§£ãããã®åœ±é¿ãç·©åããããã®æŠç¥ãéçºããããã®ç ç©¶ãå¿ èŠã§ãã
- ããã®ä¿å šã«é¢ããäžè¬åžæ°ã®æèåäžãšæè²ã®ä¿é²ïŒäžè¬åžæ°ã®æèåäžãšæè²ã¯ãããã®ä¿å šãä¿é²ããããã«äžå¯æ¬ ã§ããããã®éèŠæ§ãäžè¬ã«äŒãã人ã ãããã®ä¿å šæŽ»åã«åå ãããããã®å¹æçãªæŠç¥ãç¹å®ããããã®ç ç©¶ãå¿ èŠã§ãã
è¡åã®åŒã³ãã
ãããä¿è·ããããšã¯ãç ç©¶è ãé€èå®¶ãèŸ²å®¶ãæ¿çç«æ¡è ããããŠäžè¬åžæ°ããã®ååçãªåªåãå¿ èŠãšããäžççãªèª²é¡ã§ããããã®ç ç©¶ãæ¯æŽããããã«åªããæ £è¡ãä¿é²ããéç²è ã®éèŠæ§ã«ã€ããŠã®æèãé«ããããšã«ãã£ãŠãç§ãã¡ã¯å°æ¥ã®äžä»£ã®ããã«ããã®åäœçŸ€ã®å¥åº·ãšå埩åã確ä¿ããã®ãå©ããããšãã§ããŸãã
ããªããåå ã§ããæ¹æ³ãããã€ã玹ä»ããŸãïŒ
- ããã®ç ç©¶ãæ¯æŽããïŒããã®ç ç©¶ã«è³éãæäŸããå£äœã«å¯ä»ããããåžæ°ç§åŠãããžã§ã¯ãã«åå ãããããŸãããã
- éç²è ã«åªããåºãäœãïŒããã«èãè±ç²ãæäŸããè±ãæ€ããŸãããã
- 蟲è¬ã®äœ¿çšãæžããïŒèŸ²è¬ã®äœ¿çšã¯æ§ããã«ããããã«åªãã代æ¿åãéžã³ãŸãããã
- ä»ã®äººã«ããã«ã€ããŠæããïŒããã®éèŠæ§ã«ã€ããŠã®æ å ±ãå人ãå®¶æãå°å瀟äŒãšå ±æããŸãããã
- ããã«åªããæ¿çãæå±ããïŒéžåºããã圹人ã«é£çµ¡ãããããä¿è·ããæ¿çãæ¯æããããä¿ããŸãããã
å ±ã«ååããããšã§ãç§ãã¡ã¯ãããç¹æ ãããã¹ãŠã®å©çã®ããã«ãã®éèŠãªåç²ãµãŒãã¹ãæäŸãç¶ããäžçãåµé ããããšãã§ããŸãã