human_modification / api_nightlights_ts_prot_unprot

APIs metadata, documentation and preview (only available if no parameters are required ).

Returns a set of Nightlights (protected/unrpotected) timeseries data for the specified countries.


Preview

Results limited to 50 records, show all results (might take some time for large datasets)

id iso3 protection rad_2014 rad_2015 rad_2016 rad_2017 rad_2018 rad_2019 rad_2020 rad_2021 rad_2022
AGOprotected AGO protected 0.0337395321416209 0.0492654463194496 0.0128364856716673 0.211171110703939 0.1874491134863048 0.1552806421543583 0.2282993109079711 0.2568407735299404 0.2523807706419833
AGOunprotected AGO unprotected 0.0718826006391926 0.0771228110793721 0.0561262978225974 0.2472424319203877 0.2307336822455614 0.1923726435739347 0.2677880291528339 0.2969774976902175 0.2977946860991969
BDIprotected BDI protected 0.1454727856502787 0.1326249398255197 0.0887156333253226 0.241863699108883 0.2406599595319244 0.1865494660506537 0.3380326656426051 0.2983829477810675 0.3074733476680249
BDIunprotected BDI unprotected 0.0812554913746521 0.1431402405801334 0.0474262912331993 0.2455305471271402 0.2347912257583713 0.1806218272095796 0.2838402600294498 0.3033021254484609 0.2950993863181809
BENprotected BEN protected 0.0727209268529486 0.1055533651673438 0.0486667005263823 0.2989618265268716 0.2612029752164509 0.2183251894806829 0.2799128882962546 0.4060616919361041 0.3706544023467055
BENunprotected BEN unprotected 0.0819366092752977 0.1172433788427265 0.0681851763194807 0.2905823289973578 0.2953946559650875 0.2263387603506897 0.3343210998322861 0.3558560195275272 0.3979506520873395
BFAprotected BFA protected 0.0498059808028815 0.1085542701186336 0.0546092010114209 0.2534645204765042 0.253225076618209 0.1828697868456624 0.2778111544516363 0.3272208641203685 0.3178895638091982
BFAunprotected BFA unprotected 0.0697227571845312 0.1117530656057655 0.0584857155009611 0.2621856202712997 0.2702257252225477 0.1989776467841161 0.2990121896205005 0.3466104621560961 0.3413223495246454
BWAprotected BWA protected 0.0157597413312722 0.0203382425242663 -0.0058852039591872 0.2143019976101498 0.1923761928307823 0.147267165615919 0.2233576217972597 0.2716464480192119 0.2583533496680473
BWAunprotected BWA unprotected 0.0385589573273986 0.0377566254756965 0.0104251103246784 0.227136246244143 0.2100782607208806 0.1693754724530984 0.2552951556005218 0.2815862350022372 0.274607898772671
CAFprotected CAF protected 0.0745768731585881 0.1036397242980799 0.0818787137730832 0.2573183058597634 0.2447935619964628 0.1815696340183349 0.2748586008934484 0.2778391888335029 0.312633075232971
CAFunprotected CAF unprotected 0.0345081365714873 0.0818433216436696 0.0423216653364228 0.2325110472563401 0.2260899624336544 0.1644236150997089 0.2560342810983013 0.2674971017437181 0.2913987937021446
CIVprotected CIV protected 0.081432608174324 0.1352764489062137 0.0751975809085112 0.2778503729357204 0.2760644872226648 0.2118727894004799 0.3074928134764272 0.3350945626062679 0.3795015475905301
CIVunprotected CIV unprotected 0.1610968994774085 0.2236340405508285 0.1749448903807284 0.3887286912317177 0.4128372096020443 0.3472016269018568 0.4833101621429538 0.5328870378356739 0.578251294934268
CMRprotected CMR protected 0.0325851747527961 0.0922871726153277 0.030423454824346 0.2335882272365259 0.2245768462154834 0.1619359402539653 0.2271139503950734 0.258850375494507 0.2786803901851362
CMRunprotected CMR unprotected 0.0469296267401565 0.1090492340629051 0.0341026347273975 0.2420248392188273 0.2458767748886239 0.1811221862367479 0.2400314363032808 0.2724205890205224 0.3048407599154033
CODprotected COD protected 0.0479653089283482 0.1042494437371655 0.047471185940507 0.2272324449967588 0.231108849764632 0.1652903184151072 0.233448289542314 0.2735781014153558 0.2622730644889842
CODunprotected COD unprotected 0.0481793230947455 0.0840777717462705 0.038258578704409 0.2211485035890881 0.2259667292686565 0.156275048489597 0.2281992076463911 0.2657552118783156 0.2626625120094856
COGprotected COG protected 0.0508246562157071 0.0826793728942898 0.0280202039765153 0.236003845511686 0.2459600972384106 0.1676784690716437 0.2122670211138194 0.2888790281020532 0.2789527622128465
COGunprotected COG unprotected 0.1091544613100055 0.1377391257729077 0.0960730408258971 0.305702778102169 0.3274791312441328 0.2891300540321959 0.3590762875935358 0.4117318516001128 0.4160444910167615
COMprotected COM protected 0.0213536776556057 0.0235013711662939 -0.0046778662991121 0.186300169782169 0.1820449378523995 0.1367416491371773 0.2218954215111692 0.2594990329655188 0.2554771253111522
COMunprotected COM unprotected 0.0763613106294065 0.0755760943400616 0.0537027874304688 0.2735529923090457 0.2891387236571439 0.2376352137817763 0.3054013229832145 0.3368998793256177 0.3563169138841527
CPVprotected CPV protected 10.720255410975504 0.1697098310283724 0.0488677948350833 0.2394305239855274 0.2390869056985272 0.2035204941657846 0.281479649517278 0.3137884686329347 0.3265499786875231
CPVunprotected CPV unprotected 0.3414133412306349 0.3539904930002645 0.3368178552745384 0.5714345539092621 0.5895918623232735 0.559805728169344 0.6204510593768487 0.648947131150735 0.665784307762628
DJIprotected DJI protected 0.0178634932408734 0.0601988905134178 -0.0121038879240207 0.2009187602476502 0.2132751643569055 0.1535213117102315 0.2397280430114304 0.2617737393943064 0.2543624514738885
DJIunprotected DJI unprotected 0.0516605243360141 0.1056865562295962 0.0353736026475538 0.2791224974626614 0.2916728174392296 0.2333554399935678 0.3212130916411158 0.3494397313953431 0.3422134118944142
DZAprotected DZA protected 0.2032096789572471 0.2238238236265736 0.1947110842521968 0.3911348067235309 0.3638729272312696 0.3405324623482672 0.4155374357746485 0.4515168262649054 0.4634130226043103
DZAunprotected DZA unprotected 0.4288081952414971 0.4480367627980634 0.4237182417642793 0.6005376118001742 0.569365074323656 0.5387981290834157 0.6110259643931448 0.6237873255870031 0.6321677755945533
EGYprotected EGY protected 0.1088918935500526 0.1260202086020565 0.0734456651206331 0.3046584787665981 0.2601264297526778 0.2417865009317625 0.3170628609670752 0.3479929848547948 0.3448791227680963
EGYunprotected EGY unprotected 0.8135839917470487 0.8205058277242498 0.8163763109539515 1.0291204431828664 0.9802454208405672 0.9857120693386164 1.0115813498627957 1.1108304231358723 1.0970343598409311
ERIprotected ERI protected 0.007396178642763 0.0659509769211431 -0.0241503282590209 0.2159694028146627 0.2172697500126651 0.1451181490657833 0.2579561127052743 0.442721988715844 0.2889773659622818
ERIunprotected ERI unprotected -0.0030504388323775 0.0426797155899084 -0.030996436165296 0.1969894603190169 0.1847837740294428 0.1325840351183452 0.2262040702234607 0.2479010296851619 0.2480115458569191
ESHprotected ESH protected 0.1527477001416973 0.138513994057004 0.1023084435811857 0.3005778064378878 0.2693796782377289 0.2365715441761946 0.3225268248523154 0.3475821141789598 0.3479390280421187
ESHunprotected ESH unprotected 0.1222582334834224 0.1287935307548429 0.0904342247004263 0.2840973938913459 0.2606980485565758 0.2184575342291991 0.3131053469432941 0.3376554738246963 0.3416183407537573
ETHprotected ETH protected 0.0150364952190237 0.0841328236203781 0.014679338092508 0.2164891064503244 0.2125431521506255 0.158737601811641 0.2366848025407621 0.2887228976771105 0.2903663450505848
ETHunprotected ETH unprotected 0.0276706621402857 0.0869848398865833 0.011915317789605 0.2259171753630797 0.223170305899527 0.164286626394022 0.2476407964829504 0.2896259044863647 0.292959408068877
GABprotected GAB protected 0.1508823701032983 0.2044817988599828 0.1402034688908163 0.3239115647864715 0.320931979497164 0.301862098548764 0.31742145670787 0.3305259836765026 0.34656062207599
GABunprotected GAB unprotected 0.09913806802848 0.1477758323632653 0.0850492425672548 0.2933139201369411 0.2842233630028444 0.2335236735339545 0.2785928059042359 0.304762355317416 0.3146173126481631
GHAprotected GHA protected 0.1077803250527341 0.135457806967336 0.0953827364742074 0.2956353470915164 0.3096419388547246 0.2546925093427135 0.3499904144238018 0.3703603812777077 0.4032492420581788
GHAunprotected GHA unprotected 0.2373755943376021 0.2693153728175411 0.2896046012193948 0.5158694209818238 0.5490120724439467 0.5220999712319007 0.668216311976267 0.7773196149812996 0.8431881357928488
GINprotected GIN protected 0.1206522159895031 0.1400449661016172 0.1024705011985899 0.3251423007842513 0.2972269065583016 0.2278515489305609 0.3220651181286315 0.3569576502723177 0.3654065287300231
GINunprotected GIN unprotected 0.1101787319936681 0.1271052950352557 0.100622839954801 0.3142566524968225 0.3040774725655065 0.23773737676022 0.3169915190231155 0.3631274983201701 0.3713542043237244
GMBprotected GMB protected 0.1453186221547278 0.1914138345544262 0.1688122541375185 0.3441017773771059 0.316499733670195 0.2698163504839539 0.3290939673070681 0.4172842356712984 0.4320753956986412
GMBunprotected GMB unprotected 0.1560093356093569 0.1757125448777446 0.1344317818274573 0.3287254776401908 0.3370922602951087 0.2817523972408493 0.3715003266808841 0.4770294441233677 0.5036087822092741
GNBprotected GNB protected 0.0600277869725174 0.1240913363806736 0.0308756232346777 0.2549966938089472 0.2535991698055411 0.1858684905409702 0.2554122853197949 0.3216502033822386 0.3310177279285558
GNBunprotected GNB unprotected 0.0660835156153081 0.1242570481431248 0.0377583075430489 0.2478048911876511 0.2477032326453647 0.1935869619075857 0.2632988045647501 0.3220673660149595 0.3397090917959071
GNQprotected GNQ protected 0.0639887650918025 0.1349116820993534 0.0419169100720474 0.257031087411589 0.2358702969813984 0.1803680830941656 0.2429367442028272 0.2410332000399072 0.2636058833020726
GNQunprotected GNQ unprotected 0.2413463518021368 0.3421619742306887 0.2342614910554625 0.4494682626505834 0.4449589144890831 0.3776837957707079 0.4126631358335036 0.4001051566304205 0.416513947112681
KENprotected KEN protected 0.0639369534265948 0.1184262441373644 0.0575377322774549 0.2694257819186644 0.2550567080848092 0.2030174425532405 0.2819175635739813 0.3388497400409092 0.3508281710420517
KENunprotected KEN unprotected 0.063759642662144 0.1258379333010194 0.0639996233366817 0.2812224573425409 0.2728587741462281 0.2315135045182786 0.3090778069596359 0.3705081168049032 0.3775342946390264
code
Use the API:

If functions' parameters are not compulsory try to call the function without arguemnts:

http://api.biopama.org/api/human_modification/function/api_nightlights_ts_prot_unprot

If function parameters are compulsory, put them after the last slash separated by commas if more than one:

http://api.biopama.org/api/human_modification/function/api_nightlights_ts_prot_unprot/iso_codes=
Optional Arguments

Filter returned fields in the url query using field names separated by comma, eg:

http://api.biopama.org/api/human_modification/function/api_nightlights_ts_prot_unprot?fields=field_name1,field_name2,...
or
http://api.biopama.org/api/human_modification/function/api_nightlights_ts_prot_unprot/iso_codes=?fields=field_name1,field_name2,...

Limit returned records in the url query using the limit parameter, eg:

http://api.biopama.org/api/human_modification/function/api_nightlights_ts_prot_unprot/iso_codes=?limit=100
or remove the limit argument to display all of them (might take some time for large datasets).
By default limit is set to 50 records.

Please read the comment on function on how to use properly this API or for parameters default/examples values.