system:index string | B11 float64 | B12 float64 | B2 float64 | B3 float64 | B4 float64 | B8 float64 | country string | id string | iron_nd float64 | iron_ratio float64 | label int64 | lat float64 | lon float64 | name string | ndvi float64 | red_green float64 | status string | .geo string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1_0 | 0.394482 | 0.377782 | 0.165951 | 0.227824 | 0.2983 | 0.334368 | Afghanistan | P100000129290 | 0.285133 | 1.799737 | 1 | 34.435042 | 61.059091 | Bakhtar Steel Ghoryan Mine | 0.057007 | 1.310151 | operating | {"type":"Polygon","coordinates":[[[61.05909099999999,34.43774165978545],[61.05817671302139,34.437634209923864],[61.05733520987959,34.43732041413902],[61.05663347876017,34.43682525270139],[61.05612737852244,34.43618814325889],[61.05585719200296,34.435459802318995],[61.055844420357815,34.434698207404715],[61.056090073346... |
1_1 | 0.306849 | 0.252526 | 0.103374 | 0.140766 | 0.17572 | 0.244913 | Afghanistan | P100000128013 | 0.258709 | 1.6996 | 1 | 34.667981 | 68.062676 | Hajigak Mine | 0.165377 | 1.248683 | proposed | {"type":"Polygon","coordinates":[[[68.06267599999998,34.67068065978545],[68.06175914957846,34.670573209894116],[68.06091528712005,34.67025941402934],[68.06021158866444,34.669764252486516],[68.0597040696832,34.669127142946394],[68.05943312591313,34.66839880194693],[68.05942031872164,34.667637207029706],[68.0596666606185... |
1_2 | 0.376251 | 0.350988 | 0.153547 | 0.210002 | 0.275258 | 0.31777 | Afghanistan | P100000129466 | 0.283954 | 1.794012 | 1 | 34.422161 | 61.106877 | Sahel Sharq-e-Mianeh Ghoryan Mine | 0.071724 | 1.31113 | proposed | {"type":"Polygon","coordinates":[[[61.106877,34.42486065978545],[61.1059628539154,34.424753209925505],[61.10512148044824,34.42443941414507],[61.10441985745913,34.42394425271324],[61.10391383519952,34.42330714327612],[61.10364369030065,34.42257880233951],[61.10363092060924,34.421817207425384],[61.1038765357339,34.421082... |
1_3 | 0.376251 | 0.350988 | 0.153547 | 0.210002 | 0.275258 | 0.31777 | Afghanistan | P100000129467 | 0.283954 | 1.794012 | 1 | 34.422161 | 61.106877 | Shamash Ghoryan Mine | 0.071724 | 1.31113 | proposed | {"type":"Polygon","coordinates":[[[61.106877,34.42486065978545],[61.1059628539154,34.424753209925505],[61.10512148044824,34.42443941414507],[61.10441985745913,34.42394425271324],[61.10391383519952,34.42330714327612],[61.10364369030065,34.42257880233951],[61.10363092060924,34.421817207425384],[61.1038765357339,34.421082... |
1_4 | 0.289278 | 0.239529 | 0.128649 | 0.170378 | 0.207764 | 0.266403 | Afghanistan | P100000129289 | 0.236346 | 1.623202 | 1 | 34.61929 | 66.896177 | Syadara Mine | 0.123401 | 1.219679 | proposed | {"type":"Polygon","coordinates":[[[66.896177,34.62198965978544],[66.89526068785264,34.62188220990034],[66.89441732080579,34.62156841405231],[66.89371403545333,34.62107325253154],[66.89320681438122,34.62043614301186],[66.89293602961934,34.61970780202487],[66.89292322989189,34.618946207108266],[66.89316942713127,34.61821... |
1_5 | 0.376251 | 0.350988 | 0.153547 | 0.210002 | 0.275258 | 0.31777 | Afghanistan | P100000129465 | 0.283954 | 1.794012 | 1 | 34.422161 | 61.106877 | Watan-e-Darakhshan Ghoryan Mine | 0.071724 | 1.31113 | proposed | {"type":"Polygon","coordinates":[[[61.106877,34.42486065978545],[61.1059628539154,34.424753209925505],[61.10512148044824,34.42443941414507],[61.10441985745913,34.42394425271324],[61.10391383519952,34.42330714327612],[61.10364369030065,34.42257880233951],[61.10363092060924,34.421817207425384],[61.1038765357339,34.421082... |
1_6 | 0.46737 | 0.425395 | 0.106686 | 0.177176 | 0.284183 | 0.330985 | Algeria | P100000128018 | 0.452286 | 2.657188 | 1 | 26.766298 | -7.333398 | FERAAL Ghara Djebilet Mine | 0.075629 | 1.601428 | operating | {"type":"Polygon","coordinates":[[[-7.333398,26.768997659785448],[-7.334242562410831,26.768890210823074],[-7.335019893173037,26.768576417455257],[-7.3356681136756805,26.76808125919814],[-7.336135624844866,26.767444152707057],[-7.336385214655191,26.76671581356846],[-7.336397019625184,26.765954218743243],[-7.336170104743... |
1_7 | 0.382617 | 0.357726 | 0.104101 | 0.138951 | 0.178639 | 0.215091 | Algeria | P100000128022 | 0.265126 | 1.725113 | 1 | 35.756195 | 8.042579 | MFE Boukhdra Mine | 0.095601 | 1.288967 | operating | {"type":"Polygon","coordinates":[[[8.042579,35.758894659785454],[8.041649775595946,35.75878720975292],[8.040794524492172,35.75847341350862],[8.040081329517733,35.757978251466376],[8.039566962126385,35.75734114146281],[8.039292363035253,35.756612800180505],[8.039279384257558,35.75585120524931],[8.039529051578233,35.7551... |
1_8 | 0.422968 | 0.407477 | 0.095807 | 0.122256 | 0.168694 | 0.20267 | Algeria | P100000128024 | 0.274564 | 1.759436 | 1 | 35.944018 | 8.099829 | MFE Ouenza Mine | 0.093058 | 1.384453 | operating | {"type":"Polygon","coordinates":[[[8.099828999999998,35.94671765978544],[8.09889757179213,35.94661020972815],[8.098040292372897,35.946296413417286],[8.09732540607037,35.945801251287484],[8.096809818978594,35.94516414120266],[8.096534568875567,35.94443579987075],[8.096521559538456,35.9436742049371],[8.09677181911647,35.... |
1_9 | 0.284819 | 0.227374 | 0.053959 | 0.084474 | 0.13787 | 0.225533 | Algeria | P100000128021 | 0.435319 | 2.68073 | 1 | 36.307252 | 5.170714 | SOMIFER Anini Mine | 0.249878 | 1.656186 | operating | {"type":"Polygon","coordinates":[[[5.1707139999999985,36.30995165978545],[5.169778251389146,36.30984420967993],[5.168916995599601,36.30953041323948],[5.168198793566959,36.30903525093912],[5.1676808153380955,36.30839814069602],[5.167404288972032,36.307669799267536],[5.167391219725488,36.306908204329105],[5.1676426403826... |
1_10 | 0.312275 | 0.210972 | 0.071981 | 0.106055 | 0.125562 | 0.295679 | Algeria | P100000129379 | 0.26592 | 1.7304 | 1 | 36.402136 | 8.12888 | SOMIFER Chaabet el Ballout Mine | 0.411763 | 1.166971 | operating | {"type":"Polygon","coordinates":[[[8.128879999999999,36.40483565978544],[8.127943109985607,36.40472820966726],[8.127080803682222,36.40441441319275],[8.126361725669723,36.40391925084758],[8.125843115728454,36.40328214056291],[8.125566252187609,36.402553799109036],[8.125553167113688,36.40179220416935],[8.12580489451533,3... |
1_11 | 0.405483 | 0.343979 | 0.102246 | 0.13812 | 0.183922 | 0.233874 | Algeria | P100000128023 | 0.286563 | 1.806256 | 1 | 35.396876 | 8.302812 | SOMIFER Khanguet Mine | 0.127638 | 1.329616 | operating | {"type":"Polygon","coordinates":[[[8.302812,35.39957565978544],[8.301886935109515,35.39946820979996],[8.301035512298283,35.3991544136821],[8.300325509578144,35.39865925180625],[8.29981344427949,35.39802214195709],[8.299540073924335,35.39729380076902],[8.299527152825322,35.39653220584247],[8.299775702304979,35.395797980... |
1_12 | 0.388732 | 0.342802 | 0.060816 | 0.098289 | 0.170747 | 0.235798 | Algeria | P100000128019 | 0.476778 | 2.838368 | 1 | 36.204068 | 1.809731 | SOMIFER Rouina Mine | 0.160106 | 1.74902 | operating | {"type":"Polygon","coordinates":[[[1.8097310000000002,36.20676765978544],[1.808796486579519,36.20666020969368],[1.8079363676224205,36.206346413290156],[1.8072191135471498,36.20585125103841],[1.806701818937248,36.205214140840425],[1.8064256574509656,36.20448579943947],[1.8064126053323237,36.20372420450239],[1.8066636940... |
1_13 | 0.219052 | 0.168305 | 0.05051 | 0.073095 | 0.118078 | 0.184067 | Angola | P100000129359 | 0.386026 | 2.305864 | 1 | -14.28466 | 16.505177 | CSC Cutato Mine | 0.227327 | 1.589737 | operating | {"type":"Polygon","coordinates":[[[16.505177,-14.281960340214553],[16.504398900181414,-14.282067785410742],[16.503682735025045,-14.282381568655325],[16.503085509844013,-14.282876713591284],[16.502654763426712,-14.283513807720393],[16.502424784054114,-14.284242139313939],[16.502413879882482,-14.285003733765542],[16.5026... |
1_14 | 0.224499 | 0.165081 | 0.0475 | 0.06246 | 0.095979 | 0.165068 | Angola | P100000128033 | 0.333844 | 2.016104 | 1 | -14.687436 | 16.04864 | Tosyali Cassinga Mine | 0.262564 | 1.532808 | proposed | {"type":"Polygon","coordinates":[[[16.048640000000002,-14.68473634021455],[16.04786048597437,-14.68484378537353],[16.04714301911657,-14.685157568518097],[16.04654470831027,-14.685652713322446],[16.046113178749085,-14.68628980732942],[16.045882781079403,-14.687018138848414],[16.045871856810255,-14.687779733296326],[16.0... |
1_15 | 0.449956 | 0.365866 | 0.073508 | 0.117024 | 0.211111 | 0.284431 | Australia | P100000129418 | 0.474682 | 2.86235 | 1 | -27.179182 | 116.104671 | 10M Twin Peaks Mine | 0.153017 | 1.789959 | operating | {"type":"Polygon","coordinates":[[[116.10467100000002,-27.176482340214548],[116.10382337355796,-27.176589784126346],[116.10304321360366,-27.176903563918543],[116.10239261772055,-27.17739870431145],[116.10192337260283,-27.178035794224506],[116.1016728320648,-27.17876412324467],[116.10166094308393,-27.179525717568627],[1... |
1_16 | 0.27142 | 0.249951 | 0.056622 | 0.08436 | 0.12987 | 0.174286 | Australia | P100000129453 | 0.39298 | 2.311963 | 1 | -21.120393 | 119.362501 | ACM Shaw Mine | 0.147959 | 1.545782 | proposed | {"type":"Polygon","coordinates":[[[119.362501,-21.117693340214554],[119.36169266229054,-21.117800784757453],[119.36094866497912,-21.118114566246014],[119.36032822799272,-21.118609708871208],[119.35988073758584,-21.11924680085588],[119.35964181536016,-21.11997513114052],[119.35963048235895,-21.120736725527216],[119.3598... |
1_17 | 0.303645 | 0.252474 | 0.08424 | 0.11873 | 0.147544 | 0.210951 | Australia | P100000128121 | 0.272013 | 1.759008 | 1 | -19.085818 | 145.84711 | AXIS Mount Moss Mine | 0.185842 | 1.235718 | retired | {"type":"Polygon","coordinates":[[[145.84711,-19.083118340214547],[145.84631210006688,-19.083225784957275],[145.84557771006519,-19.083539566982957],[145.84496528544162,-19.084034710314953],[145.844523574728,-19.08467180295555],[145.84428773930424,-19.085400133640555],[145.84427655417593,-19.086161728047106],[145.844490... |
1_18 | 0.303185 | 0.210088 | 0.064479 | 0.100518 | 0.157987 | 0.225688 | Australia | P100000129250 | 0.416632 | 2.45248 | 1 | -21.727516 | 119.994088 | Atlas Iron McPhee Creek Mine | 0.178345 | 1.569118 | proposed | {"type":"Polygon","coordinates":[[[119.994088,-21.724816340214556],[119.99327629483719,-21.72492378469678],[119.99252919800364,-21.725237566022262],[119.99190617606708,-21.725732708432854],[119.991456821025,-21.726369800218375],[119.9912169029531,-21.72709813038145],[119.99120552226599,-21.727859724762116],[119.9914235... |
1_19 | 0.297736 | 0.24257 | 0.050235 | 0.084082 | 0.138959 | 0.179258 | Australia | P100000128064 | 0.466301 | 2.822346 | 1 | -20.9725 | 119.4314 | Atlas Iron Miralga Creek Mine | 0.127283 | 1.655061 | operating | {"type":"Polygon","coordinates":[[[119.4314,-20.96980034021455],[119.4305924646567,-20.969907784772158],[119.42984920587155,-20.970221566300243],[119.42922938480433,-20.970716708977445],[119.42878233868701,-20.97135380101038],[119.42854365374394,-20.97208213132448],[119.42853233210629,-20.972843725712636],[119.42874927... |
1_20 | 0.265235 | 0.240506 | 0.043854 | 0.085851 | 0.127026 | 0.144858 | Australia | P100000128114 | 0.48747 | 2.913472 | 1 | -21.544339 | 119.284714 | Atlas Iron Mount Webber Mine | 0.064784 | 1.480117 | operating | {"type":"Polygon","coordinates":[[[119.284714,-21.54163934021455],[119.28390332338799,-21.541746784715137],[119.28315717326845,-21.542060566089962],[119.28253494087532,-21.54255570856549],[119.28208615536425,-21.54319280041127],[119.28184654146138,-21.543921130611135],[119.28183517533844,-21.54468272499362],[119.282052... |
1_21 | 0.251936 | 0.206135 | 0.053416 | 0.075436 | 0.112882 | 0.150086 | Australia | P100000129322 | 0.357317 | 2.120789 | 1 | -20.255364 | 119.129203 | Atlas Iron Ridley Mine | 0.141263 | 1.499176 | proposed | {"type":"Polygon","coordinates":[[[119.129203,-20.25266434021455],[119.12839925719334,-20.25277178484305],[119.12765948919495,-20.253085566561683],[119.12704257939166,-20.25358070948964],[119.12659763330068,-20.254217801755274],[119.12636006992776,-20.25494613221142],[119.12634880200956,-20.255707726606616],[119.126564... |
1_22 | 0.30539 | 0.250246 | 0.054383 | 0.084426 | 0.144046 | 0.184643 | Australia | P100000128104 | 0.44858 | 2.667692 | 1 | -21.473998 | 119.664944 | Atlas Iron Sanjiv Ridge Mine | 0.131309 | 1.701782 | operating | {"type":"Polygon","coordinates":[[[119.66494400000005,-21.47129834021455],[119.6641337154658,-21.471405784722176],[119.66338792622844,-21.47171956611592],[119.66276599480494,-21.472214708616338],[119.66231742639611,-21.472851800485216],[119.662077928441,-21.47358013069918],[119.66206656787008,-21.47434172508237],[119.6... |
1_23 | 0.277516 | 0.261971 | 0.042613 | 0.079256 | 0.14504 | 0.173733 | Australia | P100000128100 | 0.546165 | 3.419544 | 1 | -22.925 | 118.981944 | BHP Area C Mine | 0.090888 | 1.835995 | operating | {"type":"Polygon","coordinates":[[[118.98194400000003,-22.92230034021456],[118.98112529865742,-22.922407784575586],[118.98037176230044,-22.9227215655753],[118.97974336991786,-22.923216707557213],[118.97929014095612,-22.923853798944897],[118.97904815395458,-22.924582128865147],[118.97903667422139,-22.92534372323377],[11... |
1_24 | 0.251313 | 0.238972 | 0.049952 | 0.078019 | 0.145947 | 0.167984 | Australia | P100000128112 | 0.486273 | 2.927166 | 1 | -23.369261 | 120.061885 | BHP Jimblebar Mine | 0.067246 | 1.873064 | operating | {"type":"Polygon","coordinates":[[[120.061885,-23.36656134021455],[120.0610635806279,-23.366668784530077],[120.06030754250521,-23.366982565407483],[120.0596770636985,-23.36747770722843],[120.05922232971884,-23.368114798466753],[120.05897953894298,-23.36884312829583],[120.05896802073832,-23.36960472265993],[120.05918869... |
1_25 | 0.074236 | 0.071042 | 0.040229 | 0.05317 | 0.080306 | 0.073562 | Australia | P100000128037 | 0.328447 | 2.002378 | 1 | -23.361111 | 119.670833 | BHP Mount Newman Mine | -0.063815 | 1.502029 | operating | {"type":"Polygon","coordinates":[[[119.670833,-23.358411340214552],[119.67001163109795,-23.35851878453092],[119.66925563942957,-23.35883256541057],[119.6686251993649,-23.359327707234485],[119.66817049333133,-23.359964798475552],[119.66792771748037,-23.360693128306306],[119.66791619999006,-23.36145472267049],[119.668136... |
1_26 | 0.26228 | 0.243782 | 0.038917 | 0.078056 | 0.141015 | 0.15989 | Australia | P100000128079 | 0.566705 | 3.626674 | 1 | -22.993056 | 118.995833 | BHP South Flank Mine | 0.062526 | 1.810282 | operating | {"type":"Polygon","coordinates":[[[118.99583300000002,-22.990356340214554],[118.99501388664362,-22.990463784568636],[118.9942599710552,-22.990777565549656],[118.99363126240091,-22.99127270750698],[118.99317780530005,-22.99190979887185],[118.99293569645772,-22.99263812877818],[118.99292421089254,-22.993399723146098],[11... |
1_27 | 0.334272 | 0.278241 | 0.032931 | 0.063733 | 0.116507 | 0.137952 | Australia | P100000128086 | 0.558508 | 3.543534 | 1 | -22.720833 | 119.0875 | BHP Yandi Mine | 0.084825 | 1.832601 | operating | {"type":"Polygon","coordinates":[[[119.0875,-22.718133340214557],[119.08668252529769,-22.718240784596397],[119.08593011798192,-22.71855456565205],[119.0853026671984,-22.719049707707573],[119.084850117449,-22.719686799163576],[119.08460849319042,-22.720415129125524],[119.08459703082073,-22.72117672349621],[119.084816646... |
1_28 | 0.25309 | 0.223116 | 0.057204 | 0.083713 | 0.134472 | 0.177717 | Australia | P100000128092 | 0.386933 | 2.313901 | 1 | -20.765446 | 117.775173 | Balla Balla Mine | 0.142958 | 1.582517 | proposed | {"type":"Polygon","coordinates":[[[117.77517300000002,-20.762746340214555],[117.77436657630207,-20.762853784792693],[117.77362434071489,-20.76316756637598],[117.77300537297897,-20.763662709125825],[117.7725589424074,-20.764299801226176],[117.77232058621072,-20.765028131581417],[117.77230928031763,-20.76578972597162],[1... |
1_29 | 0.202822 | 0.10921 | 0.044419 | 0.063703 | 0.063885 | 0.247256 | Australia | P100000129464 | 0.17446 | 1.428712 | 1 | -16.041886 | 123.531899 | CIM Bathurst Island Mine | 0.580135 | 0.996513 | proposed | {"type":"Polygon","coordinates":[[[123.53189900000001,-16.039186340214552],[123.53111440661206,-16.039293785247377],[123.53039226448539,-16.039607568052833],[123.5297900545011,-16.040102712410956],[123.52935571219128,-16.04073980600381],[123.52912381219015,-16.041468137270044],[123.52911281578551,-16.042229731705422],[... |
1_30 | 0.185439 | 0.115249 | 0.049903 | 0.070267 | 0.080376 | 0.223365 | Australia | P100000128115 | 0.216575 | 1.581012 | 1 | -16.093914 | 123.609184 | CIM Cockatoo Island Mine | 0.45764 | 1.118198 | mothballed | {"type":"Polygon","coordinates":[[[123.609184,-16.091214340214556],[123.60839920141208,-16.091321785242496],[123.60767687041064,-16.091635568034835],[123.60707450290514,-16.092130712375695],[123.606640046965,-16.092767805952537],[123.60640808627308,-16.09349613720899],[123.60639708695562,-16.094257731643886],[123.60660... |
1_31 | 0.204604 | 0.108868 | 0.04275 | 0.060102 | 0.05465 | 0.243817 | Australia | P100000129422 | 0.118199 | 1.274015 | 1 | -16.078999 | 123.539985 | CIM Irvine Island Mine | 0.630019 | 0.905178 | proposed | {"type":"Polygon","coordinates":[[[123.53998499999999,-16.076299340214554],[123.53920026031442,-16.076406785243897],[123.53847798352916,-16.076720568039992],[123.53787566123988,-16.0772157123858],[123.53744123791715,-16.07785280596724],[123.53720929464642,-16.078581137226493],[123.53719829616507,-16.079342731661523],[1... |
1_32 | 0.094534 | 0.095055 | 0.075614 | 0.078431 | 0.083952 | 0.085391 | Australia | P100000128078 | 0.052486 | 1.112653 | 1 | -21.074652 | 116.141653 | CITIC Pacific Sino Iron Mine | 0.007914 | 1.071302 | operating | {"type":"Polygon","coordinates":[[[116.141653,-21.071952340214555],[116.14084491119532,-21.072059784762],[116.14010114298468,-21.0723735662628],[116.13948089706464,-21.072868708904092],[116.1390335444823,-21.0735058009037],[116.13879469586482,-21.074234131197453],[116.13878336638865,-21.0749957255846],[116.139000461289... |
1_33 | 0.145032 | 0.104578 | 0.061277 | 0.081451 | 0.090661 | 0.191629 | Australia | P100000128754 | 0.163891 | 1.420863 | 1 | -41.155347 | 144.746017 | Catalina Resources Nelson Bay River Mine | 0.381701 | 1.05318 | mothballed | {"type":"Polygon","coordinates":[[[144.746017,-41.15264734021455],[144.74501554801884,-41.15275478233727],[144.74409380241016,-41.153068557320445],[144.74332512779137,-41.15356369138503],[144.74277070917745,-41.15420077542517],[144.74247468211723,-41.15492910086051],[144.74246061831002,-41.15569069500648],[144.74272964... |
1_34 | 0.35552 | 0.283713 | 0.065055 | 0.10221 | 0.214183 | 0.25128 | Australia | P100000128043 | 0.531185 | 3.305727 | 1 | -29.995743 | 135.1527 | Central Iron Hawks Nest (Buzzard) Mine | 0.080969 | 2.107708 | operating | {"type":"Polygon","coordinates":[[[135.1527,-29.99304334021456],[135.15182935689657,-29.993150783809902],[135.15102801169888,-29.993464562751466],[135.15035974784846,-29.99395970202503],[135.14987775829542,-29.994596790899287],[135.14962041160572,-29.99532511928538],[135.14960819713772,-29.996086713577874],[135.1498420... |
1_35 | 0.279919 | 0.253191 | 0.055467 | 0.080933 | 0.157218 | 0.190887 | Australia | P100000129421 | 0.473539 | 2.830669 | 1 | -29.991614 | 135.163793 | Central Iron Hawks Nest (Kite Deposit) Mine | 0.097957 | 1.938226 | proposed | {"type":"Polygon","coordinates":[[[135.163793,-29.98891434021455],[135.16292239310724,-29.98902178381037],[135.16212108123895,-29.989335562753226],[135.1614528451844,-29.989830702028467],[135.16097087568136,-29.99046779090429],[135.16071353969926,-29.991196119291335],[135.16070132574328,-29.99195771358388],[135.1609352... |
1_36 | 0.292254 | 0.271956 | 0.108855 | 0.146944 | 0.201372 | 0.229586 | Australia | P100000128044 | 0.261457 | 1.801162 | 1 | -29.2987 | 135.1234 | Cu-River Mining Cairn Hill Mine | 0.054682 | 1.32831 | mothballed | {"type":"Polygon","coordinates":[[[135.1234,-29.296000340214565],[135.12253536417376,-29.296107783889816],[135.12173954825693,-29.29642156304621],[135.1210758956861,-29.296916702602445],[135.1205972323831,-29.29755379173905],[135.12034166206826,-29.29828212028526],[135.12032953254266,-29.299043714585707],[135.120561814... |
1_37 | 0.163849 | 0.140175 | 0.063015 | 0.087304 | 0.122445 | 0.137399 | Australia | P100000128073 | 0.300015 | 1.955974 | 1 | -19.67536 | 134.28501 | Elmore Peko Mine | 0.042257 | 1.383696 | retired | {"type":"Polygon","coordinates":[[[134.28501,-19.672660340214556],[134.28420920716997,-19.672767784899904],[134.283472154438,-19.673081566771373],[134.28285750912997,-19.67357670990044],[134.2824141965268,-19.674213802352714],[134.28217750556357,-19.674942132922766],[134.28216627944002,-19.675703727323615],[134.2823814... |
1_38 | 0.340077 | 0.23579 | 0.043121 | 0.07577 | 0.13958 | 0.179125 | Australia | P100000129417 | 0.52519 | 3.227469 | 1 | -26.957442 | 117.739779 | Fenix Resources Beebyn-W11 Mine | 0.126447 | 1.840807 | operating | {"type":"Polygon","coordinates":[[[117.73977900000003,-26.954742340214555],[117.73893304809053,-26.95484978415057],[117.73815442942845,-26.955163564007858],[117.73750511894647,-26.955658704486424],[117.7370368010293,-26.956295794478972],[117.73678675566431,-26.95702412354765],[117.73677489036785,-26.957785717874025],[1... |
1_39 | 0.40012 | 0.321875 | 0.052693 | 0.080874 | 0.175098 | 0.198987 | Australia | P100000128097 | 0.53606 | 3.351404 | 1 | -26.9455 | 117.6818 | Fenix Resources Iron Ridge Mine | 0.064902 | 2.178793 | operating | {"type":"Polygon","coordinates":[[[117.6818,-26.94280034021455],[117.68095413772694,-26.94290778415187],[117.680175601569,-26.943221564012656],[117.67952635989357,-26.943716704495827],[117.67905809160872,-26.944353794492645],[117.67880807275,-26.945082123563928],[117.67879620872137,-26.94584371789043],[117.679023448607... |
1_40 | 0.326813 | 0.23609 | 0.058312 | 0.09642 | 0.152582 | 0.189318 | Australia | P100000128172 | 0.437793 | 2.575524 | 1 | -28.8484 | 116.9358 | Fenix Resources Shine Mine | 0.126341 | 1.566634 | operating | {"type":"Polygon","coordinates":[[[116.93580000000001,-28.84570034021456],[116.93493913369755,-28.845807783940863],[116.93414678736582,-28.84612156323448],[116.93348602834179,-28.846616702971282],[116.93300945223957,-28.847253792275456],[116.93275499659038,-28.847982120923962],[116.93274292036826,-28.848743715229478],[... |
1_41 | 0.297176 | 0.261592 | 0.042183 | 0.072358 | 0.130924 | 0.155215 | Australia | P100000128046 | 0.511893 | 3.107769 | 1 | -22.3762 | 119.759 | Fortescue Christmas Creek (Chichester Hub) Mine | 0.085212 | 1.809398 | operating | {"type":"Polygon","coordinates":[[[119.759,-22.373500340214555],[119.7581845641044,-22.373607784631393],[119.75743403337573,-22.373921565781092],[119.75680814763125,-22.37441670796038],[119.75635672680684,-22.375053799531234],[119.75611570546796,-22.37578212956329],[119.75610427196027,-22.376543723937456],[119.75632334... |
1_42 | 0.234347 | 0.184268 | 0.04783 | 0.070855 | 0.111348 | 0.161557 | Australia | P100000128095 | 0.396051 | 2.327801 | 1 | -22.302778 | 119.396385 | Fortescue Cloudbreak (Chichester Hub) Mine | 0.18588 | 1.568835 | operating | {"type":"Polygon","coordinates":[[[119.39638500000004,-22.30007834021455],[119.39556999334093,-22.300185784638817],[119.39481985769626,-22.3004995658085],[119.39419430144467,-22.300994708014073],[119.39374311829675,-22.301631799609325],[119.39350222389284,-22.302360129656275],[119.39349079646189,-22.30312172403118],[11... |
1_43 | 0.228422 | 0.180789 | 0.047584 | 0.070899 | 0.114936 | 0.154642 | Australia | P100000128050 | 0.413812 | 2.4237 | 1 | -22.4959 | 116.9409 | Fortescue Eliwana (Western Hub) Mine | 0.147858 | 1.623519 | operating | {"type":"Polygon","coordinates":[[[116.9409,-22.49320034021455],[116.94008386047352,-22.49330778461925],[116.93933268209902,-22.493621565736344],[116.93870625622968,-22.49411670787271],[116.93825444579156,-22.494753799403746],[116.93801321637329,-22.49548212941149],[116.93800177290451,-22.496243723784445],[116.93822102... |
1_44 | 0.272238 | 0.253052 | 0.031418 | 0.063227 | 0.13407 | 0.150073 | Australia | P100000128052 | 0.614525 | 4.226144 | 1 | -22.1287 | 117.7695 | Fortescue Firetail (Solomon Hub) Mine | 0.057462 | 2.156635 | operating | {"type":"Polygon","coordinates":[[[117.76949999999998,-22.126000340214553],[117.76868600388846,-22.12610778465641],[117.76793679838646,-22.126421565873372],[117.76731201785717,-22.12691670814116],[117.76686139426933,-22.12755379979415],[117.76662079870778,-22.12828212987634],[117.76660938558379,-22.129043724252988],[11... |
1_45 | 0.205883 | 0.178122 | 0.052122 | 0.082179 | 0.128215 | 0.143002 | Australia | P100000128096 | 0.413355 | 2.52397 | 1 | -21.25186 | 119.0557 | Fortescue Iron Bridge Mine | 0.053303 | 1.559009 | operating | {"type":"Polygon","coordinates":[[[119.05569999999999,-21.24916034021455],[119.05489094317092,-21.249267784744355],[119.05414628395638,-21.24958156619772],[119.05352529495349,-21.250076708776593],[119.05307740635308,-21.25071380071828],[119.0528382714636,-21.25144213097668],[119.05282692827835,-21.252203725362076],[119... |
1_46 | 0.20561 | 0.177688 | 0.045732 | 0.065727 | 0.102887 | 0.151296 | Australia | P100000128059 | 0.383811 | 2.259634 | 1 | -22.1761 | 117.5217 | Fortescue Kings Valley (Solomon Hub) Mine | 0.190071 | 1.570996 | operating | {"type":"Polygon","coordinates":[[[117.5217,-22.173400340214553],[117.52088572971765,-22.173507784651623],[117.52013627185939,-22.17382156585572],[117.51951128086948,-22.174316708106584],[117.51906050546776,-22.17495379974387],[117.51881982882746,-22.17568212981647],[117.5188084118218,-22.176443724192648],[117.51902716... |
1_47 | 0.236163 | 0.209237 | 0.047652 | 0.072265 | 0.128495 | 0.17998 | Australia | P100000129462 | 0.461419 | 2.745463 | 1 | -22.717725 | 119.375843 | Fortescue Nyidinghu Mine | 0.168421 | 1.797898 | proposed | {"type":"Polygon","coordinates":[[[119.375843,-22.715025340214552],[119.37502554386208,-22.71513278459671],[119.37427315363357,-22.715446565653213],[119.37364571710052,-22.71594170770986],[119.37319317763053,-22.716578799166903],[119.37295155886183,-22.71730712912948],[119.37294009675495,-22.7180687235002],[119.3731597... |
1_48 | 0.292372 | 0.265911 | 0.032716 | 0.06898 | 0.137524 | 0.15335 | Australia | P100000128074 | 0.610366 | 4.167831 | 1 | -22.127752 | 117.767461 | Fortescue Queens Valley (Solomon Hub) Mine | 0.055412 | 2.042877 | operating | {"type":"Polygon","coordinates":[[[117.76746099999998,-22.125052340214552],[117.76664700936432,-22.1251597846565],[117.76589780890247,-22.125473565873722],[117.7652730325766,-22.12596870814185],[117.76482241202085,-22.126605799795154],[117.76458181807864,-22.127334129877532],[117.76457040503215,-22.128095724254194],[11... |
1_49 | 0.178817 | 0.15751 | 0.059162 | 0.074482 | 0.118926 | 0.162917 | Australia | P100000128053 | 0.28298 | 1.937712 | 1 | -13.597955 | 131.851824 | Frances Creek Mine | 0.12238 | 1.516239 | operating | {"type":"Polygon","coordinates":[[[131.851824,-13.595255340214557],[131.8510482113453,-13.595362785473878],[131.85033417349416,-13.595676568888155],[131.8497387225019,-13.596171714047433],[131.84930925594924,-13.596808808383777],[131.84907996019413,-13.597537140103812],[131.849069088882,-13.598298734561686],[131.849277... |
1_50 | 0.287948 | 0.242744 | 0.049466 | 0.070759 | 0.124342 | 0.143387 | Australia | P100000128083 | 0.428901 | 2.540103 | 1 | -26.679789 | 119.93837 | Gold Valley Wiluna West Mine | 0.074352 | 1.764655 | operating | {"type":"Polygon","coordinates":[[[119.93837,-26.677089340214554],[119.93752611777919,-26.677196784180754],[119.9367494041236,-26.677510564119196],[119.93610168237225,-26.678005704704542],[119.9356345104573,-26.67864279479619],[119.93538507711737,-26.679371123925357],[119.9353732410954,-26.68013271825473],[119.93559994... |
1_51 | 0.208034 | 0.133524 | 0.033359 | 0.054345 | 0.06162 | 0.220408 | Australia | P100000129275 | 0.293487 | 1.840744 | 1 | -12.980373 | 130.981947 | Gold Valley Yarram Mine | 0.561734 | 1.128907 | proposed | {"type":"Polygon","coordinates":[[[130.981947,-12.977673340214553],[130.98117318350225,-12.977780785530344],[130.98046096092202,-12.978094569096402],[130.9798670238862,-12.978589714455406],[130.9794386494803,-12.9792268089771],[130.97920993708686,-12.97995514081027],[130.9791990938314,-12.980716735273754],[130.97940698... |
1_52 | 0.127349 | 0.118111 | 0.063786 | 0.074068 | 0.076178 | 0.096534 | Australia | P100000128778 | 0.095403 | 1.244196 | 1 | -41.487982 | 145.204429 | Grange Savage River Mine | 0.115041 | 1.02859 | operating | {"type":"Polygon","coordinates":[[[145.204429,-41.48528234021457],[145.20342242376933,-41.4853897822862],[145.20249596164533,-41.48570355713211],[145.20172335357267,-41.48619869101605],[145.20116609764406,-41.48683577488854],[145.20086855532352,-41.48756410022154],[145.20085441905974,-41.48832569436243],[145.2011248238... |
1_53 | 0.313798 | 0.216738 | 0.067528 | 0.097691 | 0.122337 | 0.302395 | Australia | P100000129284 | 0.290172 | 1.822587 | 1 | -34.496557 | 118.695495 | Grange Southdown Mine | 0.424479 | 1.253484 | proposed | {"type":"Polygon","coordinates":[[[118.69549500000002,-34.49385734021456],[118.6945800958163,-34.49396478326442],[118.69373801139383,-34.494278560739744],[118.69303577210383,-34.49477369808382],[118.69252927512747,-34.49541078516745],[118.69225884037301,-34.49613911246055],[118.6922460001538,-34.49690070669879],[118.69... |
1_54 | 0.22425 | 0.176661 | 0.047216 | 0.068913 | 0.105235 | 0.162866 | Australia | P100000129456 | 0.378787 | 2.230768 | 1 | -22.111534 | 118.591209 | Hancock Mulga Downs Mine | 0.217087 | 1.525829 | proposed | {"type":"Polygon","coordinates":[[[118.591209,-22.108834340214553],[118.59039510299706,-22.108941784658143],[118.58964598871802,-22.10925556587976],[118.58902128426706,-22.109750708153673],[118.58857071555762,-22.110387799812354],[118.58833014930482,-22.111116129898008],[118.58831873758398,-22.111877724274834],[118.588... |
1_55 | 0.430724 | 0.353588 | 0.083044 | 0.117028 | 0.173181 | 0.262687 | Australia | P100000128094 | 0.351575 | 2.089398 | 1 | -33.2438 | 135.6677 | Iron Road Central Eyre Mine | 0.204851 | 1.480837 | proposed | {"type":"Polygon","coordinates":[[[135.6677,-33.24110034021455],[135.66679842435366,-33.24120778342178],[135.66596860791404,-33.24152156132012],[135.66527659979408,-33.24201669922085],[135.66477748283788,-33.242653786821094],[135.66451098933908,-33.24338211442954],[135.66449833754425,-33.24414370868343],[135.6647405410... |
1_56 | 0.414043 | 0.376589 | 0.063106 | 0.103791 | 0.212946 | 0.290062 | Australia | P100000129423 | 0.544117 | 3.407893 | 1 | -30.65665 | 134.553253 | Iron Road Gawler Mine | 0.155289 | 2.064948 | proposed | {"type":"Polygon","coordinates":[[[134.553253,-30.65395034021455],[134.55237646281643,-30.654057783733073],[134.5515696925288,-30.65437156246816],[134.55089690429313,-30.65486670146999],[134.55041165117174,-30.65550379009209],[134.55015256158487,-30.65623211832426],[134.55014026377953,-30.656993712609122],[134.55037574... |
1_57 | 0.216854 | 0.144235 | 0.051485 | 0.075564 | 0.095673 | 0.213904 | Australia | P100000128102 | 0.300723 | 1.86915 | 1 | -16.599104 | 128.273183 | KMG Ridges Mine | 0.381966 | 1.268773 | retired | {"type":"Polygon","coordinates":[[[128.273183,-16.59640434021455],[128.27239616953713,-16.596511785194984],[128.27167196831257,-16.59682556785961],[128.2710680410468,-16.59732071203241],[128.2706324599524,-16.59795780545329],[128.27039989830996,-16.59868613661455],[128.2703888701552,-16.59944773104472],[128.27060025589... |
1_58 | 0.066909 | 0.070025 | 0.044507 | 0.049798 | 0.054901 | 0.055632 | Australia | P100000128058 | 0.090273 | 1.235962 | 1 | -29.1875 | 116.7744 | Karara Mine | 0.000858 | 1.090972 | operating | {"type":"Polygon","coordinates":[[[116.77440000000001,-29.184800340214554],[116.7735363030747,-29.184907783902464],[116.77274135135093,-29.185221563092842],[116.7720784194954,-29.185716702693824],[116.77160027606548,-29.18635379187194],[116.77134498338775,-29.187082120443506],[116.77133286713861,-29.1878437147452],[116... |
1_59 | 0.376924 | 0.343387 | 0.071844 | 0.111028 | 0.192594 | 0.262249 | Australia | P100000129420 | 0.456255 | 2.707149 | 1 | -32.561858 | 139.991694 | Magnetite Mines Razorback Mine | 0.15411 | 1.740252 | proposed | {"type":"Polygon","coordinates":[[[139.991694,-32.55915834021456],[139.9907993398578,-32.55926578350555],[139.98997588865475,-32.559579561629086],[139.98928918897303,-32.56007469982616],[139.98879390113834,-32.5607117877014],[139.98852945256036,-32.5614401154777],[139.98851689853183,-32.56220170973993],[139.98875724460... |
1_60 | 0.330173 | 0.271811 | 0.087967 | 0.121914 | 0.167506 | 0.193367 | Australia | P100000128327 | 0.307082 | 1.961454 | 1 | -30.4564 | 119.9987 | MinRes Carina (Yilgarn Hub) Mine | 0.076074 | 1.391669 | mothballed | {"type":"Polygon","coordinates":[[[119.99870000000001,-30.453700340214546],[119.99782526939022,-30.453807783756456],[119.99702016192778,-30.4541215625544],[119.99634876044531,-30.454616701638955],[119.99586450762841,-30.455253790337817],[119.99560595225036,-30.455982118616845],[119.99559367998803,-30.45674371290403],[1... |
1_61 | 0.336631 | 0.279944 | 0.060163 | 0.098376 | 0.170293 | 0.20201 | Australia | P100000128379 | 0.479899 | 2.878101 | 1 | -29.849684 | 119.271851 | MinRes Deception (Yilgarn Hub) Mine | 0.091528 | 1.755852 | mothballed | {"type":"Polygon","coordinates":[[[119.27185100000003,-29.846984340214554],[119.27098163324018,-29.847091783826727],[119.27018146282795,-29.847405562813567],[119.26951417871855,-29.84790070214668],[119.26903289588098,-29.84853779107621],[119.26877592661052,-29.84926611949604],[119.26876373018949,-29.850027713790215],[1... |
1_62 | 0.221243 | 0.190128 | 0.039406 | 0.062871 | 0.106873 | 0.15033 | Australia | P100000128056 | 0.459968 | 2.710256 | 1 | -22.7201 | 119.3171 | MinRes Iron Valley (Pilbara Hub) Mine | 0.169531 | 1.698023 | operating | {"type":"Polygon","coordinates":[[[119.3171,-22.717400340214553],[119.31628252967626,-22.71750778459647],[119.31553012639066,-22.717821565652326],[119.31490267896825,-22.718316707708112],[119.31445013164331,-22.71895379916436],[119.31420850867957,-22.719682129126458],[119.31419704637186,-22.720443723497155],[119.314416... |
1_63 | 0.294461 | 0.231407 | 0.055642 | 0.080145 | 0.125884 | 0.164291 | Australia | P100000128061 | 0.37616 | 2.292112 | 1 | -30.8336 | 119.538 | MinRes Koolyanobbing (Yilgarn Hub) Mine | 0.134922 | 1.570769 | mothballed | {"type":"Polygon","coordinates":[[[119.538,-30.83090034021456],[119.53712185127976,-30.83100778371234],[119.5363135976852,-30.83132156239167],[119.53563957240995,-30.831816701320122],[119.53515342697693,-30.832453789874123],[119.53489386085455,-30.83318211806473],[119.53488154026411,-30.83394371234752],[119.53511745166... |
1_64 | 0.319209 | 0.268253 | 0.062808 | 0.101118 | 0.186732 | 0.255639 | Australia | P100000129276 | 0.496149 | 2.979209 | 1 | -21.669723 | 123.378561 | MinRes Lamb Creek (Pilbara Hub) Mine | 0.155727 | 1.848517 | proposed | {"type":"Polygon","coordinates":[[[123.37856100000002,-21.667023340214556],[123.377749620526,-21.66713078470258],[123.3770028234678,-21.667444566043642],[123.37638005153872,-21.66793970847474],[123.37593087683757,-21.66857680027929],[123.37569105508015,-21.669305130453978],[123.37567967900468,-21.670066724835223],[123.... |
1_65 | 0.318413 | 0.278019 | 0.041452 | 0.067324 | 0.14705 | 0.217578 | Australia | P100000128099 | 0.534604 | 3.503143 | 1 | -22.91749 | 119.791578 | MinRes Marillana Iron Ore Project Mine | 0.21088 | 2.136743 | proposed | {"type":"Polygon","coordinates":[[[119.79157800000002,-22.91479034021456],[119.79075934402714,-22.914897784576358],[119.79000584942995,-22.91521156557813],[119.78937749187426,-22.915706707562748],[119.78892428803454,-22.91634379895295],[119.78868231444972,-22.917072128874736],[119.78867083535876,-22.917833723243437],[1... |
1_66 | 0.225304 | 0.180377 | 0.034744 | 0.053525 | 0.086131 | 0.135329 | Australia | P100000128066 | 0.404794 | 2.445637 | 1 | -30.252251 | 119.269782 | MinRes Mount Jackson (Yilgarn Hub) Mine | 0.236331 | 1.582975 | mothballed | {"type":"Polygon","coordinates":[[[119.26978200000002,-30.249551340214552],[119.26890909253633,-30.249658783780202],[119.26810566315272,-30.24997256264197],[119.26743566114477,-30.250467701810493],[119.26695241780882,-30.25110479058729],[119.26669440154046,-30.251833118913893],[119.26668215505583,-30.25259471320344],[1... |
1_67 | 0.245246 | 0.189012 | 0.04074 | 0.062594 | 0.099473 | 0.149983 | Australia | P100000128091 | 0.417238 | 2.452919 | 1 | -22.0557 | 116.1958 | MinRes Onslow Project Ken's Bore Mine | 0.202014 | 1.593179 | operating | {"type":"Polygon","coordinates":[[[116.1958,-22.053000340214556],[116.19498642468514,-22.053107784663773],[116.19423760649889,-22.053421565900525],[116.19361314898406,-22.053916708194357],[116.19316275839978,-22.05455379987152],[116.19292228727782,-22.05528212996846],[116.1929108801115,-22.056043724345848],[116.1931294... |
1_68 | 0.336402 | 0.257737 | 0.084867 | 0.13151 | 0.197861 | 0.227248 | Australia | P100000128072 | 0.411024 | 2.460749 | 1 | -31.625567 | 119.551124 | MinRes Parker Range (Yilgarn Hub) Mine | 0.075119 | 1.537606 | mothballed | {"type":"Polygon","coordinates":[[[119.55112400000002,-31.622867340214558],[119.55023846125466,-31.622974783618545],[119.54942340565853,-31.62328856204574],[119.54874370769157,-31.623783700642413],[119.54825347038707,-31.624420788888514],[119.5479917190189,-31.625149116891183],[119.54797929394591,-31.62591071116465],[1... |
1_69 | 0.184544 | 0.171195 | 0.034727 | 0.054281 | 0.094591 | 0.115738 | Australia | P100000128084 | 0.461332 | 2.737226 | 1 | -30.017742 | 119.280162 | MinRes Windarling (Yilgarn Hub) Mine | 0.105228 | 1.740476 | mothballed | {"type":"Polygon","coordinates":[[[119.28016200000002,-30.015042340214556],[119.27929116384175,-30.01514978380736],[119.27848964095054,-30.0154635627421],[119.27782122890831,-30.015958702006667],[119.27733913246023,-30.016595790872593],[119.27708172868354,-30.017324119253594],[119.27706951148586,-30.018085713545833],[1... |
1_70 | 0.35467 | 0.270338 | 0.049486 | 0.097748 | 0.154308 | 0.185031 | Australia | P100000128090 | 0.509191 | 3.120711 | 1 | -23.122903 | 119.04973 | MinRes Wonmunna (Pilbara Hub) Mine | 0.098282 | 1.592836 | operating | {"type":"Polygon","coordinates":[[[119.04973000000003,-23.12020334021456],[119.04891009618146,-23.120310784555357],[119.04815545302506,-23.12062456550068],[119.04752613759305,-23.121119707411022],[119.04707224280003,-23.12175679873229],[119.04682990020233,-23.122485128612006],[119.0468184034486,-23.123246722978614],[11... |
1_71 | 0.371139 | 0.319028 | 0.10041 | 0.142506 | 0.201572 | 0.267016 | Australia | P100000129323 | 0.349291 | 2.141136 | 1 | -30.954998 | 119.406031 | Mount Bevan Mine | 0.141288 | 1.454292 | proposed | {"type":"Polygon","coordinates":[[[119.40603100000001,-30.952298340214558],[119.40515173738281,-30.952405783698058],[119.40434245852387,-30.95271956233901],[119.40366757820482,-30.953214701216968],[119.40318081600454,-30.9538517897241],[119.40292092050018,-30.954580117886103],[119.4029085841608,-30.955341712167478],[11... |
1_72 | 0.266895 | 0.23294 | 0.134692 | 0.164754 | 0.212472 | 0.235937 | Australia | P100000128060 | 0.229911 | 1.622445 | 1 | -16.1275 | 123.7402 | Mt Gibson Iron Koolan Island Mine | 0.068932 | 1.291782 | operating | {"type":"Polygon","coordinates":[[[123.74020000000002,-16.124800340214556],[123.73941506854707,-16.124907785239348],[123.73869261525098,-16.12522156802322],[123.73809014575207,-16.12571671235293],[123.73765561623743,-16.126353805919425],[123.7374236162488,-16.127082137169573],[123.73741261504541,-16.12784373160415],[12... |
1_73 | 0.231073 | 0.17543 | 0.063278 | 0.087227 | 0.125167 | 0.161857 | Australia | P100000128120 | 0.325319 | 1.999727 | 1 | -28.111824 | 115.61255 | Mt Gibson Iron Tallering Peak Mine | 0.121779 | 1.434711 | mothballed | {"type":"Polygon","coordinates":[[[115.61254999999998,-28.10912434021455],[115.61169511620011,-28.109231784023425],[115.61090827634796,-28.10954556353895],[115.6102521095916,-28.110040703567787],[115.6097788460303,-28.11067779314297],[115.60952615944036,-28.111406121956904],[115.60951416781975,-28.11216771627063],[115.... |
1_74 | 0.219989 | 0.153126 | 0.04261 | 0.062231 | 0.081614 | 0.18253 | Australia | P100000128103 | 0.313061 | 1.915905 | 1 | -15.223 | 135.074 | Nathan River Roper Bar Mine | 0.381399 | 1.309305 | mothballed | {"type":"Polygon","coordinates":[[[135.074,-15.220300340214553],[135.07321853760055,-15.220407785323843],[135.07249927737183,-15.220721568334845],[135.0718994708895,-15.221216712963443],[135.07146686238883,-15.221853806807308],[135.0712358884363,-15.222582138226748],[135.07122493648868,-15.223343732669724],[135.0714348... |
1_75 | 0.290863 | 0.242398 | 0.067061 | 0.101776 | 0.159893 | 0.220465 | Australia | P100000128080 | 0.403858 | 2.390918 | 1 | -19.4448 | 133.8237 | Northern Iron Warrego Mine | 0.166597 | 1.562692 | mothballed | {"type":"Polygon","coordinates":[[[133.8237,-19.44210034021455],[133.8229003511109,-19.44220778492239],[133.82216435130462,-19.4425215668543],[133.82155058412326,-19.443016710062906],[133.82110790495568,-19.443653802588994],[133.82087155229797,-19.4443821332041],[133.82086034238407,-19.445143727607185],[133.82107517061... |
1_76 | 0.318345 | 0.231227 | 0.073765 | 0.10676 | 0.142167 | 0.243169 | Australia | P100000129424 | 0.317152 | 1.932533 | 1 | -15.130373 | 133.883134 | Northern Territory Roper Valley Mine | 0.264877 | 1.331736 | proposed | {"type":"Polygon","coordinates":[[[133.883134,-15.127673340214553],[133.88235288015636,-15.127780785332455],[133.8816339352312,-15.128094568366606],[133.88103439171255,-15.128589713025663],[133.88060197290625,-15.129226806897798],[133.8803711002727,-15.129955138334495],[133.88036015319062,-15.130716732778318],[133.8805... |
1_77 | 0.227074 | 0.155694 | 0.049306 | 0.071288 | 0.097404 | 0.159042 | Australia | P100000128101 | 0.326312 | 1.988321 | 1 | -22.0928 | 119.8358 | Nullagine Mine | 0.238083 | 1.371122 | retired | {"type":"Polygon","coordinates":[[[119.8358,-22.09010034021455],[119.83498621104766,-22.090207784660027],[119.83423719622215,-22.090521565886725],[119.83361257471363,-22.091016708167324],[119.83316206583397,-22.09165379983221],[119.83292153153432,-22.092382129921653],[119.83291012134326,-22.093143724298667],[119.833128... |
1_78 | 0.214226 | 0.18535 | 0.046939 | 0.069089 | 0.124851 | 0.16131 | Australia | P100000128123 | 0.452756 | 2.685791 | 1 | -22.567456 | 116.350237 | Paulsens East Mine | 0.126058 | 1.820052 | operating | {"type":"Polygon","coordinates":[[[116.350237,-22.564756340214554],[116.34942043756352,-22.56486378461199],[116.3486688699282,-22.565177565709558],[116.34804211942259,-22.565672707820234],[116.34759007481131,-22.566309799327424],[116.34734872032931,-22.56703812932062],[116.34733727087364,-22.567799723692858],[116.34755... |
1_79 | 0.308614 | 0.248601 | 0.063426 | 0.095837 | 0.148714 | 0.210651 | Australia | P100000129454 | 0.395339 | 2.342676 | 1 | -21.809552 | 119.184418 | QXR Western Shaw Mine | 0.17707 | 1.543766 | proposed | {"type":"Polygon","coordinates":[[[119.18441800000001,-21.806852340214558],[119.18360583065953,-21.806959784688544],[119.18285830658075,-21.80727356599189],[119.182234928329,-21.807768708373338],[119.18178531626187,-21.80840580013182],[119.18154526092091,-21.80913413027839],[119.18153387366132,-21.80989572465824],[119.... |
1_80 | 0.211303 | 0.163726 | 0.048847 | 0.069519 | 0.102584 | 0.157222 | Australia | P100000128125 | 0.355346 | 2.124833 | 1 | -23.096912 | 119.366309 | Rhodes Ridge Mine | 0.212561 | 1.486129 | proposed | {"type":"Polygon","coordinates":[[[119.36630900000004,-23.094212340214547],[119.3654892548646,-23.09431978455801],[119.36473475776548,-23.09463356551049],[119.36410556414239,-23.095128707430245],[119.36365175721487,-23.095765798760247],[119.36340946154286,-23.096494128645286],[119.36339796703516,-23.09725572301216],[11... |
1_81 | 0.157705 | 0.109109 | 0.035508 | 0.049254 | 0.061357 | 0.143059 | Australia | P100000128075 | 0.247271 | 1.685644 | 1 | -41.740193 | 145.416323 | Riley Creek Mine | 0.420978 | 1.224927 | mothballed | {"type":"Polygon","coordinates":[[[145.416323,-41.73749334021455],[145.41531248056253,-41.737600782247114],[145.41438238899062,-41.737914556988],[145.41360675405022,-41.738409690733725],[145.4130473147533,-41.73904677447795],[145.41274860640993,-41.73977509973267],[145.41273441438824,-41.740536693869664],[145.413005878... |
1_82 | 0.287738 | 0.263682 | 0.044369 | 0.075437 | 0.158315 | 0.181769 | Australia | P100000128040 | 0.563819 | 3.642353 | 1 | -22.420278 | 117.350066 | Rio Tinto Brockman 2 (Hamersley) Mine | 0.069134 | 2.129115 | operating | {"type":"Polygon","coordinates":[[[117.35006600000004,-22.417578340214558],[117.34925030555657,-22.41768578462692],[117.34849953685165,-22.417999565764628],[117.34787345263928,-22.41849470792812],[117.347421888652,-22.41913179948432],[117.3471807908547,-22.419860129507427],[117.3471693536868,-22.420621723881148],[117.3... |
1_83 | 0.290041 | 0.274151 | 0.055144 | 0.09245 | 0.157907 | 0.17391 | Australia | P100000128042 | 0.479944 | 2.855157 | 1 | -22.5983 | 117.2204 | Rio Tinto Brockman 4 (Hamersley) Mine | 0.048405 | 1.705744 | operating | {"type":"Polygon","coordinates":[[[117.22039999999998,-22.595600340214553],[117.21958325474118,-22.595707784608855],[117.21883151882996,-22.596021565698006],[117.21820462798534,-22.596516707797598],[117.21775248214199,-22.597153799294507],[117.21751107359546,-22.59788212928142],[117.21749962155172,-22.598643723653343],... |
1_84 | 0.26478 | 0.230904 | 0.051017 | 0.072035 | 0.125212 | 0.144698 | Australia | P100000128045 | 0.419808 | 2.474265 | 1 | -23.2994 | 117.7886 | Rio Tinto Channar (Hamersley) Mine | 0.073866 | 1.741484 | operating | {"type":"Polygon","coordinates":[[[117.78860000000002,-23.296700340214553],[117.78777901251227,-23.296807784537254],[117.78702337191037,-23.297121565433944],[117.78639322462824,-23.29761670728028],[117.78593872978985,-23.298253798542152],[117.78569606673031,-23.298982128385607],[117.78568455463834,-23.299743722750417],... |
1_85 | 0.259428 | 0.224269 | 0.040501 | 0.063014 | 0.110847 | 0.137057 | Australia | P100000128049 | 0.461742 | 2.731168 | 1 | -23.241 | 117.6572 | Rio Tinto Eastern Range Mine | 0.107048 | 1.755703 | operating | {"type":"Polygon","coordinates":[[[117.65720000000003,-23.23830034021455],[117.65637937225998,-23.23840778454324],[117.65562406278197,-23.23872156545604],[117.65499419165064,-23.23921670732357],[117.65453989601039,-23.239853798605118],[117.65429733933509,-23.24058212846058],[117.6542858323349,-23.241343722825988],[117.... |
1_86 | 0.22548 | 0.188069 | 0.044884 | 0.070342 | 0.117691 | 0.165927 | Australia | P100000128054 | 0.445884 | 2.62061 | 1 | -22.5559 | 119.0239 | Rio Tinto Gudai-Darri (Hamersley) Mine | 0.171958 | 1.669681 | operating | {"type":"Polygon","coordinates":[[[119.02390000000003,-22.55320034021456],[119.02308350597768,-22.553307784613168],[119.02233200131305,-22.55362156571389],[119.02170530332383,-22.554116707828715],[119.02125329659474,-22.55475379933976],[119.02101196234428,-22.5554821293353],[119.02100051385709,-22.556243723707656],[119... |
1_87 | 0.218759 | 0.214414 | 0.038682 | 0.077619 | 0.131549 | 0.154731 | Australia | P100000128107 | 0.545014 | 3.401517 | 1 | -22.960914 | 119.126354 | Rio Tinto Hope Downs 1 Mine | 0.081676 | 1.695169 | operating | {"type":"Polygon","coordinates":[[[119.126354,-22.958214340214553],[119.12553508142825,-22.958321784571915],[119.12478134512618,-22.95863556556177],[119.12415278599323,-22.959130707530708],[119.12369943674798,-22.959767798906356],[119.12345738550735,-22.96049612881926],[119.12344590269933,-22.96125772318751],[119.12366... |
1_88 | 0.30306 | 0.26502 | 0.045812 | 0.080472 | 0.152505 | 0.173051 | Australia | P100000129401 | 0.533412 | 3.307773 | 1 | -23.153296 | 119.530323 | Rio Tinto Hope Downs 4 Mine | 0.066493 | 1.888455 | operating | {"type":"Polygon","coordinates":[[[119.530323,-23.150596340214555],[119.52950291033073,-23.15070378455224],[119.52874809611107,-23.151017565489205],[119.52811863801564,-23.151512707388527],[119.52766464031397,-23.152149798699583],[119.52742224275656,-23.152878128573057],[119.52741074337224,-23.153639722939356],[119.527... |
1_89 | 0.341313 | 0.29094 | 0.047792 | 0.085139 | 0.178485 | 0.212218 | Australia | P100000128062 | 0.57699 | 3.745431 | 1 | -22.6381 | 118.1386 | Rio Tinto Marandoo (Hamersley) Mine | 0.086553 | 2.100668 | operating | {"type":"Polygon","coordinates":[[[118.1386,-22.63540034021455],[118.13778301836278,-22.635507784604812],[118.13703106488084,-22.635821565683084],[118.1364039925863,-22.636316707768376],[118.13595171585591,-22.636953799252],[118.1357102374072,-22.637682129230814],[118.13569878201724,-22.638443723602336],[118.1359182652... |
1_90 | 0.304101 | 0.261946 | 0.037139 | 0.067054 | 0.123904 | 0.148311 | Australia | P100000128109 | 0.53566 | 3.344819 | 1 | -21.67 | 115.904 | Rio Tinto Mesa A (Robe Valley) Mine | 0.089103 | 1.853075 | operating | {"type":"Polygon","coordinates":[[[115.90400000000001,-21.667300340214553],[115.90318861896759,-21.667407784702547],[115.90244182047495,-21.667721566043536],[115.90181904734962,-21.668216708474535],[115.90136987178552,-21.668853800278992],[115.90113004956721,-21.66958213045363],[115.9011186734697,-21.67034372483487],[1... |
1_91 | 0.296321 | 0.255413 | 0.032125 | 0.061611 | 0.110124 | 0.13489 | Australia | P100000128110 | 0.547265 | 3.437783 | 1 | -21.75 | 116.2422 | Rio Tinto Mesa J (Robe Valley) Mine | 0.100948 | 1.791176 | operating | {"type":"Polygon","coordinates":[[[116.2422,-21.747300340214547],[116.24138816783613,-21.747407784694516],[116.24064095410638,-21.747721566013936],[116.2400178346804,-21.748216708416546],[116.23956840931511,-21.748853800194656],[116.23932845368579,-21.74958213035321],[116.23931707120038,-21.75034372473365],[116.2395351... |
1_92 | 0.235843 | 0.198383 | 0.056579 | 0.077786 | 0.13603 | 0.142644 | Australia | P100000128113 | 0.355174 | 2.235788 | 1 | -22.766229 | 117.771934 | Rio Tinto Mount Tom Price (Hamersley) Mine | -0.001185 | 1.633485 | operating | {"type":"Polygon","coordinates":[[[117.77193400000002,-22.763529340214554],[117.77111625377279,-22.763636784591775],[117.77036359653624,-22.763950565635003],[117.7697359373235,-22.764445707674177],[117.7692832372259,-22.765082799115007],[117.76904153267166,-22.765811129067696],[117.76903006645841,-22.76657272343792],[1... |
1_93 | 0.260193 | 0.244857 | 0.038305 | 0.064207 | 0.140214 | 0.162367 | Australia | P100000128068 | 0.570311 | 3.663074 | 1 | -22.413002 | 117.369403 | Rio Tinto Nammuldi (Hamersley) Mine | 0.073725 | 2.185088 | operating | {"type":"Polygon","coordinates":[[[117.36940300000003,-22.410302340214557],[117.36858734827989,-22.410409784627657],[117.36783661889896,-22.410723565767345],[117.36721056748209,-22.411218707933443],[117.36675902715152,-22.411855799492063],[117.36651794198846,-22.412584129516645],[117.36650650542536,-22.41334572389044],... |
1_94 | 0.302549 | 0.273131 | 0.054808 | 0.078945 | 0.140277 | 0.149357 | Australia | P100000128070 | 0.435325 | 2.564082 | 1 | -23.232224 | 117.597005 | Rio Tinto Paraburdoo (Hamersley) Mine | 0.030902 | 1.780025 | operating | {"type":"Polygon","coordinates":[[[117.597005,-23.229524340214553],[117.5961844262198,-23.229631784544146],[117.59542916640818,-23.229945565459367],[117.59479933669768,-23.23044070733008],[117.59434507093586,-23.231077798614578],[117.5941025302175,-23.231806128471845],[117.59409102398106,-23.232567722837338],[117.59431... |
1_95 | 0.237191 | 0.184142 | 0.053123 | 0.078515 | 0.120906 | 0.169158 | Australia | P100000128380 | 0.388324 | 2.280798 | 1 | -22.452537 | 116.716311 | Rio Tinto Robe Mesa Mine | 0.167429 | 1.539878 | proposed | {"type":"Polygon","coordinates":[[[116.716311,-22.44983734021455],[116.71549511592528,-22.44994478462365],[116.71474417267724,-22.450258565752563],[116.71411794289911,-22.450753707904486],[116.71366627390941,-22.451390799449953],[116.71342512003388,-22.452119129466507],[116.71341368018142,-22.452880723839904],[116.7136... |
1_96 | 0.272758 | 0.250918 | 0.046281 | 0.084092 | 0.148782 | 0.169582 | Australia | P100000128077 | 0.523183 | 3.219511 | 1 | -22.311377 | 117.293354 | Rio Tinto Silvergrass (Hamersley) Mine | 0.062558 | 1.788382 | operating | {"type":"Polygon","coordinates":[[[117.293354,-22.30867734021455],[117.29253894316234,-22.308784784637947],[117.29178876133165,-22.309098565805293],[117.2911631665617,-22.30959370800779],[117.29071195562896,-22.310230799600184],[117.29047104638612,-22.310959129645386],[117.29045961824475,-22.31172072402021],[117.290678... |
1_97 | 0.263126 | 0.245626 | 0.045396 | 0.091475 | 0.153128 | 0.177047 | Australia | P100000128081 | 0.541695 | 3.370749 | 1 | -23.180069 | 118.7709 | Rio Tinto West Angelas Mine | 0.073223 | 1.674215 | operating | {"type":"Polygon","coordinates":[[[118.77089999999998,-23.177369340214554],[118.77007974635494,-23.177476784549498],[118.76932478120648,-23.177790565479082],[118.76869519723932,-23.17828570736871],[118.76824110874156,-23.17892279867076],[118.76799866269334,-23.17965112853874],[118.7679871609881,-23.180412722904766],[11... |
1_98 | 0.310486 | 0.26802 | 0.04501 | 0.071418 | 0.140568 | 0.176332 | Australia | P100000128106 | 0.511274 | 3.125495 | 1 | -23.221489 | 117.586751 | Rio Tinto Western Range (Paraburdoo) Mine | 0.112576 | 1.962819 | operating | {"type":"Polygon","coordinates":[[[117.58675100000002,-23.218789340214553],[117.58593049218882,-23.218896784545247],[117.58517529309732,-23.21921056546342],[117.5845455140262,-23.219705707338033],[117.58409128479249,-23.220342798626145],[117.58384876358244,-23.221071128485615],[117.58383725827974,-23.22183272285122],[1... |
1_99 | 0.269433 | 0.245143 | 0.052648 | 0.085814 | 0.143202 | 0.159632 | Australia | P100000128082 | 0.466955 | 2.773446 | 1 | -22.661594 | 117.591543 | Rio Tinto Western Turner Syncline (Hamersley) Mine | 0.054363 | 1.683526 | operating | {"type":"Polygon","coordinates":[[[117.59154300000003,-22.658894340214562],[117.59072587857892,-22.659001784602427],[117.58997379643517,-22.659315565674277],[117.58934661683907,-22.659810707751124],[117.58889426270783,-22.660447799226908],[117.58865274292204,-22.661176129200935],[117.58864128555331,-22.661937723572215]... |
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Global Iron Ore Deposits Benchmark
This repository contains the training and validation datasets, performance benchmarks, and visualization plots for three ML classifiers trained on multi-sensor earth observation imagery.
Dataset Configurations:
- Dataset 1: Sentinel-2 Multispectral & Custom Iron Index features.
- Dataset 2: Multi-Sensor Fusion (S1 SAR, S2 Multispectral, Landsat-8 SWIR).
- Dataset 3: Ultra-Spectral & Surface Thermal Fusion (TIRS).
Benchmarking Summary:
All models (Random Forest, Gradient Boosting, Hist Gradient Boosting) alongside the Ensemble Average achieve over 99% classification accuracy.
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