浜哄伐鏅鸿兘鐠�(hu谩n)澧冪洠(ji膩n)娓�(c猫)闈╂柊锛�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│鏍稿績绐佺牬榛�(di菐n)


浜哄伐鏅鸿兘鐠�(hu谩n)澧冪洠(ji膩n)娓�(c猫)鎶€琛�(sh霉)姝i瑕嗗偝绲�(t菕ng)鐠�(hu谩n)瑭�(p铆ng)妯″紡锛�2025骞磋€冭│灏囬噸榛�(di菐n)鑰冩牳AI鍦ㄦ薄鏌撴函婧愩€佺敓鎱�(t脿i)闋�(y霉)璀︿腑鐨勬噳(y墨ng)鐢ㄨ兘鍔�銆傛湰鏂囪В鏋愭妧琛�(sh霉)椹�(q奴)鍕�(d貌ng)鐨勮€冮粸(di菐n)鍗囩礆(j铆)璺緫锛屾彁渚涙櫤鑳藉寲鍌欒€冪瓥鐣�锛屽姪鍔涜€冪敓鎼跺崰鎶€琛�(sh霉)鍒堕珮榛�(di菐n)銆�
涓€銆佷汉宸ユ櫤鑳界挵(hu谩n)澧冪洠(ji膩n)娓�(c猫)濡備綍閲嶅鐠�(hu谩n)瑭�(p铆ng)瀵�(sh铆)鍕�(w霉)?2025骞村懡椤岄ⅷ(f膿ng)鍚�
AI鎶€琛�(sh霉)閫氶亷(gu貌)楂樼簿搴�銆佸(sh铆)鏅�(sh铆)鎬х洠(ji膩n)娓�(c猫)鎺ㄥ嫊(d貌ng)鐠�(hu谩n)瑭�(p铆ng)鏁堢巼韬嶅崌锛�2025骞磋€冭│灏囪仛鐒︿互涓嬪牬(ch菐ng)鏅細
绔嬮珨鍖栨薄鏌撴函婧愰珨绯伙細
鐒�(w煤)浜烘(j墨)+澶氬厜璀滄垚鍍忥細瀵�(sh铆)鏅�(sh铆)璀�(sh铆)鍒ュ伐妤�(y猫)鍦掑崁(q奴)VOCs鐒�(w煤)绲勭箶鎺掓斁婧�锛岀簿搴﹂仈(d谩)90%浠ヤ笂;
鑰冮粸(di菐n)鏄犲皠锛氥€婃妧琛�(sh霉)鏂规硶銆嬫垨鏂板“澶氭簮鏁�(sh霉)鎿�(j霉)铻嶅悎寤烘ā”椤�锛岃姹傝В鏋愯(w猫i)鏄�銆佸湴闈�?zh猫n)闉茶楂媍AI绠楁硶鐨勫崝(xi茅)鍚岄倧杓�銆�
鐢熸厠(t脿i)棰�(f膿ng)闅�(xi菐n)鏅鸿兘闋�(y霉)璀︼細
妗堜緥锛氶暦(zh菐ng)姹熸祦鍩烝I姘存枃妯″瀷闋�(y霉)娓�(c猫)钘�(l谩n)钘绘毚鐧�(f膩)锛屾彁鍓嶅暉鍕�(d貌ng)闃叉帶闋�(y霉)妗�;
鑰冮粸(di菐n)鏄犲皠锛氥€婃渚嬪垎鏋愩€嬪彲鑳借姹傝ō(sh猫)瑷�(j矛)“AI闋�(y霉)璀�-浜哄伐骞查爯(y霉)”闆欐(j墨)鍒舵柟妗�銆�
纰宠冻璺″嫊(d貌ng)鎱�(t脿i)鐩�(ji膩n)娓�(c猫)锛�
姗�(j墨)鍣ㄥ(xu茅)缈�(x铆)妯″瀷锛氳拷韫ら噸榛�(di菐n)浼佹キ(y猫)纰虫帓鏀捐粚璺�锛岄棞(gu膩n)鑱�(li谩n)鐢熺敘(ch菐n)宸ヨ棟鍎�(y艒u)鍖栧缓璀�;
鑰冭│閲嶉粸(di菐n)锛氭帉鎻°€婃妧琛�(sh霉)鏂规硶銆嬩腑纰虫暩(sh霉)鎿�(j霉)娓呮礂鑸囧彲瑕栧寲宸ュ叿(濡俆ableau)鐨勬噳(y墨ng)鐢ㄣ€�
浜�銆�2025骞磋€冭│鑳藉姏鍗囩礆(j铆)锛欰I宸ュ叿閺堣垏鐠�(hu谩n)瑭�(p铆ng)鎬濈董鐨勫崝(xi茅)鍚�
鏅鸿兘鏁�(sh霉)鎿�(j霉)鍒嗘瀽纭妧鑳斤細
Python绶ㄧ▼鍩虹(ch菙)锛歅andas搴�(k霉)娓呮礂鍣伈鐩�(ji膩n)娓�(c猫)鏁�(sh霉)鎿�(j霉)锛孧atplotlib鐢熸垚鏅�(sh铆)绌虹啽鍔涘湒;
GIS閫�(j矛n)闅庢噳(y墨ng)鐢細ArcGIS Pro鐤婂姞AI闋�(y霉)娓�(c猫)绲�(ji茅)鏋�(濡侾M2.5鎿�(ku貌)鏁fā鎿�)锛岃几鍑哄皥(zhu膩n)妤�(y猫)鍦栦欢銆�
妯″瀷閭忚集瑙f瀽鑳藉姏锛�
鐞嗚В闅ㄦ(j墨)妫灄銆丩STM绁炵稉(j墨ng)缍�(w菐ng)绲�(lu貌)鍦ㄧ挵(hu谩n)澧冪洠(ji膩n)娓�(c猫)涓殑鎳�(y墨ng)鐢ㄥ師鐞嗭紝鑳借В閲嬨€婃渚嬪垎鏋愩€嬩腑AI绲�(ji茅)璜栫殑鍚堢悊鎬�;
閲濆皪(du矛)“绠楁硶榛戠”瑷�(sh猫)瑷�(j矛)椹�(y脿n)璀夋祦绋�(濡傚皪(du矛)姣斿偝绲�(t菕ng)妯″瀷鑸嘇I鐨勬薄鏌撻爯(y霉)娓�(c猫)瑾ゅ樊鐜�)銆�
浜烘(j墨)鍗�(xi茅)鍚屾焙绛栨€濈董锛�
鍦ㄣ€婃硶寰嬫硶瑕�(gu墨)銆嬩腑鎺屾彙銆婃暩(sh霉)鎿�(j霉)瀹夊叏娉曘€嬪皪(du矛)鐩�(ji膩n)娓�(c猫)鏁�(sh霉)鎿�(j霉)閲囬泦鐨勯檺鍒�锛岃(gu墨)閬垮悎瑕�(gu墨)棰�(f膿ng)闅�(xi菐n);
鎻愬嚭“AI鍒濈+灏�(zhu膩n)瀹跺京(f霉)鏍�”鐨勭挵(hu谩n)瑭�(p铆ng)璩�(zh矛)鎺ф(j墨)鍒�锛屽睍鐝�(xi脿n)鎶€琛�(sh霉)宸ュ叿鑸囧皥(zhu膩n)妤�(y猫)缍�(j墨ng)椹�(y脿n)鐨勫钩琛¤兘鍔�銆�
涓�銆丄I璩﹁兘鐨勪笁澶у倷鑰冪瓥鐣ワ細寰炴妧琛�(sh霉)钀藉湴鍒板緱鍒嗚綁(zhu菐n)鍖�
1. 鐩�(ji膩n)娓�(c猫)宸ュ叿閺堝(sh铆)鎴�(zh脿n)瑷�(x霉n)绶�
闁�(k膩i)婧愬钩鑷�(t谩i)鎳�(y墨ng)鐢細
Google Earth Engine铏曠悊琛�(w猫i)鏄熷奖鍍�锛屽垎鏋愬崁(q奴)鍩熺敓鎱�(t脿i)璁婂寲(濡侼DVI鎸囨暩(sh霉)瑷�(j矛)绠�);
TensorFlow鎼缓绨�(ji菐n)鍠殑姘磋唱(zh矛)闋�(y霉)娓�(c猫)妯″瀷(濡傛憾瑙f哀鍚噺鑸囨韩搴﹂棞(gu膩n)鑱�(li谩n)鎬�)銆�
铏涙摤浠跨湡绯荤当(t菕ng)锛�
鍦�“鏅烘収鐠�(hu谩n)瑭�(p铆ng)妯℃摤骞宠嚭(t谩i)”婕旂反AI鐩�(ji膩n)娓�(c猫)鍫�(ch菐ng)鏅細杓稿叆瀵�(sh铆)鏅�(sh铆)鏁�(sh霉)鎿�(j霉)娴�锛岀敓鎴愭薄鏌撴函婧愬牨(b脿o)鍛�銆�
2. 妯�(bi膩o)妗挎渚嬫繁搴﹁В鏋�
鎷嗚В鍦�(gu贸)鍏�(n猫i)澶朅I鐩�(ji膩n)娓�(c猫)妗堜緥锛�
娣卞湷“AI+鐒�(w煤)浜烘(j墨)”鐩�(ji膩n)娓�(c猫)寤虹瓚鎻�(y谩ng)濉�锛岃嚜鍕�(d貌ng)鐢熸垚铏曠桨寤鸿;
鑽疯槶AI鑱茬磱璀�(sh铆)鍒ョ郴绲�(t菕ng)鐩�(ji膩n)娓�(c猫)妫灄鐢熺墿澶氭ǎ鎬ц畩鍖�銆�
鎻愮厜鎶€琛�(sh霉)璺緫锛岃綁(zhu菐n)鍖栫偤銆婃渚嬪垎鏋愩€嬫(bi膩o)婧�(zh菙n)鍖栫瓟椤屾鏋躲€�
3. 鍊悊鑸囨妧琛�(sh霉)骞宠 瑷�(x霉n)绶�
鎺㈣◣AI绠楀姏鑳借€楄垏缍犺壊鐩�(ji膩n)娓�(c猫)鐩(bi膩o)鐨勭煕鐩�锛岃ō(sh猫)瑷�(j矛)閭婄罚瑷�(j矛)绠楀劒(y艒u)鍖栨柟妗�;
鍦ㄣ€婃渚嬪垎鏋愩€嬩腑璜栬瓑鐩�(ji膩n)娓�(c猫)鏁�(sh霉)鎿�(j霉)闅辩淇濊(h霉)鑸囧叕鐪剧煡鎯呮瑠(qu谩n)鐨勫钩琛$瓥鐣�銆�
浜哄伐鏅鸿兘鐠�(hu谩n)澧冪洠(ji膩n)娓�(c猫)鏃㈡槸鎶€琛�(sh霉)闈╁懡锛屾洿鏄�2025骞磋€冪敓鐨勬牳蹇冪(j矛ng)鐖�(zh膿ng)鍔�銆傚倷鑰冮渶浠�“宸ュ叿瀵�(sh铆)鎿�-妯″瀷瑙f瀽-鍊悊鎬濊鲸”鐐轰富绶氾紝閲嶉粸(di菐n)绐佺牬绔嬮珨鍖栫洠(ji膩n)娓�(c猫)銆佹櫤鑳介爯(y霉)璀﹁垏璺ㄥ(xu茅)绉戞暣鍚堣兘鍔涖€傚敮鏈夊皣AI鎶€琛�(sh霉)鍏�(n猫i)鍖栫偤鐠�(hu谩n)瑭�(p铆ng)鎬濈董锛屾柟鑳藉湪鑰冭│涓睍鐝�(xi脿n)浜烘(j墨)鍗�(xi茅)鍚岀殑绔�(j矛ng)鐖�(zh膿ng)鍎�(y艒u)鍕�(sh矛)锛屾垚鐐哄紩闋�(l菒ng)琛屾キ(y猫)璁婇潻鐨勫厛閶掑姏閲忋€�
鍌欒€�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯殑鑰冪敓鍙粸(di菐n)鎿婁笅鍒楀湒鐗囬€�(j矛n)鍏ュ厤璨�(f猫i)鐠�(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯�銆�鍦ㄧ窔椤屽韩(k霉)銆�锛屾敹钘忓仛椤岄爜(y猫)闈�锛屽悗绾�(x霉)鏂逛究鐩存帴榛�(di菐n)闁�(k膩i)鍋氶鍝︼紒
浠ヤ笂灏辨槸“浜哄伐鏅鸿兘鐠�(hu谩n)澧冪洠(ji膩n)娓�(c猫)闈╂柊锛�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│鏍稿績绐佺牬榛�(di菐n)”鐨勬墍鏈夊収(n猫i)瀹�,灏忕法閭勭偤鐠�(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯倷鑰冭€冪敓婧�(zh菙n)鍌欎簡鏇村鐠�(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯骞寸湡椤屽強鑰冮粸(di菐n)璩囨枡锛屽彲榛�(di菐n)鎿�“鍏嶈不(f猫i)涓嬭級”鎸夐垥鍚庨€�(j矛n)鍏ヤ笅杓夐爜(y猫)闈�銆�
鏈€鏂拌硣瑷�
- 浜哄伐鏅鸿兘闁�(k膩i)鐧�(f膩)鐠�(hu谩n)澧冭垏鐠�(hu谩n)瑭�(p铆ng)闈╂柊锛�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│鎶€琛�(sh霉)铻嶅悎鏂拌定鍕�(sh矛)2025-04-28
- 浜哄伐鏅鸿兘鐠�(hu谩n)澧冪洠(ji膩n)娓�(c猫)闈╂柊锛�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│鏍稿績绐佺牬榛�(di菐n)2025-04-28
- 浜哄伐鏅鸿兘鑸囩挵(hu谩n)澧冨伐绋嬭瀺鍚堬細2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│璁婇潻鑸囧倷鑰冭矾寰�2025-04-27
- 浜哄伐鏅鸿兘鑸囪硣婧愰枊(k膩i)鐧�(f膩)鍜岀敓鎱�(t脿i)鐠�(hu谩n)澧冿細2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│鍓嶇灮鑸囩獊鐮寸瓥鐣�2025-04-27
- 浜哄伐鏅鸿兘鐢熸厠(t脿i)鐠�(hu谩n)澧冮潻鏂帮細2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│鍓嶇灮鑸囩獊鐮存寚鍗�2025-04-25
- 浜哄伐鏅鸿兘鑸囩挵(hu谩n)澧冨嵄姗�(j墨)锛�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│鏂板嫊(d貌ng)鍚�2025-04-25
- 鐢熸厠(t脿i)鐠�(hu谩n)澧冭垏浜哄伐鏅鸿兘铻嶅悎锛�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯倷鑰冩柊鏂瑰悜2025-04-24
- 浜哄伐鏅鸿兘鐠�(hu谩n)澧冧繚璀�(h霉)鏂拌定鍕�(sh矛)锛�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯倷鑰冨叏鏀荤暐2025-04-23
- 鐢熸厠(t脿i)鐠�(hu谩n)澧冧汉宸ユ櫤鑳芥檪(sh铆)浠o細2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯€冭│鍌欒€冩寚鍗�2025-04-23
- 浜哄伐鏅鸿兘鐠�(hu谩n)澧冧笅鐠�(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯殑鑱锋キ(y猫)杞�(zhu菐n)鍨嬭垏鎸戞埌(zh脿n)2025-04-22