" your="" request.="" record="" generally="" sufficient="" single="" port="" time.="" if="" need="" multiple="" chokepoints,="" you’ll="" iterate="" relevant="" ids="" own="" implementation.<="" <li>="" <strong>example:="" (port0):<="" strong><br>="" <code>https:="" services9.arcgis.com="" wej1qsnbmyjlchdg="" services="" daily_trade_data="" featureserver="" query?where="portid%20%3D%20%27PORT0%27&outFields=*&maxRecordCountFactor=5&outSR=4326&f=json" (chokepoint1):<="" daily_chokepoints_data="" <li>you="" customize="" portid="" query="" >ports<="" >chokepoints<="" a>.="" advanced="" full="" list="" supported="" parameters,="" refer="" >arcgis="" documentation<="" a>.<br><="" ><b>port="" monitor<="" should="" interpret="" “port="" calls”?<="" <li>a="" defined="" arrival="" vessel="" berth. <="" calls="" exclude="" (to="" best="" our="" ability)="" stop="" bunkering="" purposes="" without="" loading="" unloading="" trade.="" ul><="" >are="" aware="" any="" anomalies="" <ul="" yes,="" few="" known="" data.<br><br>="" <li>due="" conflict="" strait="" hormuz,="" there="" reports="" gps="" jamming,="" spoofing,="" going="" dark.="" care="" faq="" page="" limitations="" data.<="" <li>occasionally,="" “blackout”="" days="" when="" reporting="" disrupted="" source.="" knowledge,="" may="" 12,="" 2022,="" february="" 14,="" 2023,="" january="" 9,="" 2024.<="" certain="" cases="" transponders="" turned="" off,="" especially="" regions="" countries="" targeted="" sanctions,="" affect="" red="" sea="" iran,="" russia,="" ukraine="" venezuela.<="" also="" specific="" ports,="" such="" irregularities="" bandar-e="" pars="" terminal="" around="" august="" 28,="" <li>in="" addition,="" changes="" coverage="" receivers="" over="" time="" have="" influenced="" data.="" example,="" 2021,="" expanded="" receiver="" led="" noticeable="" sustained="" recorded="" gwangyang="" korea="" malacca="" strait.<="" <li>while="" not="" anomaly,="" timing="" lunar="" new="" year="" either="" –="" economies="" china,="" malaysia,="" south="" korea,="" singapore,="" taiwan="" province="" vietnam.="" therefore="" encourage="" caution="" assessing="" year-on-year="" short="" horizons="" months,="" where="" multiple-month="" moving="" averages="" better="" reflect="" economic="" activity.<="" dates="" expressed="" platform?<="" <li>for="" consistency,="" coordinated="" universal="" (utc),="" standard="" used="" set="" zones="" world.="" <li>users="" convert="" into="" local="" zones,="" needed.="" instance,="" york="" city="" zone="" utc="" minus="" (except="" during="" u.s.="" daylight="" savings,="" hours="" earlier).="" produce="" preliminary="" activity?<="" methodology,="" its="" limitations,="" >arslanalp,="" koepke="" verschuur="" (2021)<="" a>.<="" “export”="" “import”="" estimates?<="" export="" import="" interpreted="" proxy="" values="" import.="" recommend="" caution,="" advise="" perform="" one="" following="" processing="" steps.<="" <li>focus="" relative="" less="" so="" absolute="" values.="" shown="" larger="" errors="" compared="" changes,="" particular="" long="" term="" changes.="" <li>smooth="" using="" 7-="" 14-day="" mean.="" proven="" create="" robust="" series.="" <li>aggregate="" across="" stable="" trend="" regionally="" nationally.="" doing="" aggregated="" country="" level="" level.<="" accounts="" differences="" between="" produces="" volumes="" platform.="" closest="" comparable="" concept="" would="" customs-based="" merchandise="" data. <br><span="" ><br>portwatch="" differ="" many="" reasons,="" including:<br><br><span="" >1.="" conceptual="" differences:<="" span><="" div><div="" ><span="" ><ul><li>portwatch="" trade,="" while="" modes="" transportation,="" including="" air="" cargo,="" land="" transport="" pipelines.<br><br><="" li><li>portwatch="" weight="" traded="" goods,="" value="" (price)="" goods="" (even="" data).="" difference="" meaningful="" compositional="" shifts="" those="" observed="" pandemic.<="" <li>official="" reported="" seasonally="" adjusted="" terms,="" adjusted.<br><br><="" li><span="" >2.="" model="" inaccuracies<br><br><="" ul><ul>="" reception="" poor="" places="" lead="" error="" location="" vessels.="" similarly,="" signals="" could="" off.="" both="" factors="" inaccuracies.="" <li>our="" measures="" enters="" port,="" gets="" cleared="" customs.="" slight="" variety="" accuracy="" other.="" main="" drivers="" are:="" (i)="" information;="" (ii)="" (in="" draft="" changes);="" (iii)="" degree="" transshipment.="" such,="" domain="" knowledge="" context="" remains="" highly="" important="" detailed="" analysis.<="" <li>draft="" information,="" estimate="" imports="" exports,="" manually="" crew="" erroneous.="" moreover,="" only="" measure="" net="" is,="" every="" identify="" import,="" whereas="" simultaneous="" cannot="" identified.<="" despite="" validation="" shows="" captures="" trends="" turning="" points="" reasonable="" accuracy.="" further="" details,="" see:="" >tracking="" space:="" application="" pacific="" island="" countries<="" sectors="" industries="" <li="" >throughout="" platform,="" adopt="" 13-sector="" industry="" classification="" line="" harmonized="" (hs),="" standardized="" classifying="" customs="" authorities="" worldwide.<br><br><="" >the="" animals="" &="" animal="" products;="" vegetable="" prepared="" foodstuffs="" beverages;="" (iv)="" minerals="" (v)="" chemical="" allied="" industries;="" (vi)="" plastics,="" rubber,="" leather;="" (vii)="" wood="" (viii)="" textiles="" footwear;="" (ix)="" stone="" glass;="" (x)="" metals;="" (xi)="" machinery="" electrical="" equipment;="" (xii)="" vehicles="" transportation="" equipment,="" (xiii)="" miscellaneous.<="" ><b>disruptions<="" define="" natural="" disasters="" what="" source?<="" covered="" earthquakes,="" tsunamis,="" tropical="" cyclones,="" floods,="" volcanic="" eruptions,="" droughts,="" forest="" fires.="" <li>real="" alerts="" sourced="" (gdacs),="" >https:="" www.gdacs.org="" <li>gdacs="" cooperation="" framework="" nations,="" european="" commission="" managers="" worldwide="" improve="" alerts,="" exchange="" first="" phase="" after="" major="" sudden-onset="" disasters.<="" e-mail="" cover="" classified="" “red="" events”="" (the="" highest="" severity="" scale="" gdacs).="" found="" gdacs="" website:="" models_eq.aspx<="" sankey="" chart?<="" chart="" port-to-port="" linkages="" affected="" upstream="" downstream="" within="" network.<="" <li>ports="" left-hand="" side="" sending="" shipments="" (previous="" port),="" right="" receiving="" (next="" port).<="" size="" connecting="" lines="" indicate="" total="" carrying="" capacity="" operating="" normal="" conditions<="" <li>it="" noted="" data,="" reflecting="" visits="" onwards.="" port.="" does="" deal="" disruptions="" ports?<="" <li>multiple="" due="" event="" relatively="" common.<="" <li>within="" disruption="" monitor,="" capture="" being="" area.<="" simulator,="" selected="" simulate="" disruptions.="" plan="" extend="" future="" versions="" ><b>spillover="" scenarios<="" “port-level”,="" “country-level”="" “supply-chain”="" presentations="" simulator?<="" potential="" impacts="" network="" along="" dimensions:<="" port-level="" presentation="" likely="" because="" they="" rely="" port.<="" country-level="" imports,="" exports="" transhipments.="" results="" “trade-at-risk”="" disaster.<="" supply-chain="" supply-chains="" direct="" indirect="" dependencies="" ports.="" firms="" importing="" production="" via="" possible="" length="" (7,="" 30,="" days)?<="" <li>assessing="" difficult="" however,="" previous="" research="" events,="" made.="" <li>7="" days.="" happen="" moderately="" extreme="" cyclone,="" flood="" earthquake="" ceases="" operations,="" but="" no="" damages="" occurred.="" examples="" hurricane="" sandy="" affecting="" york-new="" jersey.<="" <li>14="" incurred="" require="" repairs.="" dorian="" (2019)="" freeport="" (bahamas)="" cyclone="" debbie="" walcott.="" <li>30="" causes="" hinterland="" (supply="" chains).="" <li>90="" very="" low="" probability="" high="" impact="" infrastructure="" damages.="" katrina="" (2005),="" took="" months="" fully="" restore="" maemi="" (2003)="" damaged="" container="" cranes="" busan="" (which="" replace)="" tōhuku="" tsunami="" caused="" damage="" japanese="" ports.<="" estimated?="" vintage="" it?="" expect="" update="" it?<="" estimated="" simulation="" finds="" routes="" taken="" flows.="" >ports’="" criticality="" supply-chains<="" trade <span="" >and="" input="" output <="" span>data="" construct="" 2022.="" regular="" basis="" models="" approximations.="" words,="" inconsistencies="" outliers="" exist,="" benchmarking="" adequately.<="" indicator?="" mean="" lost="" delayed="" trade?<="" at-risk="" indicator="" (either="" terms).="" most="" cases,="" rerouted="" permanent="" loss="" imports.="" representative="" concentration="" pathway="" (rcp)="" scenarios?<="" rcps="" provide="" trajectories="" greenhouse="" gas="" (ghg)="" concentrations="" 21st="" century,="" adopted="" panel="" change="" (ipcc).<="" originally="" rcp2.6,="" rcp4.5,="" rcp6,="" rcp8.5="" labelled="" range="" ghg="" (2.6,="" 4.5,="" 6,="" 8.5="" w="" m2,="" respectively).<="" <li>portwatch="" uses="" rcp="" scenarios:="" rcp4.5="" rcp8.5.="" latest="" models,="" scenarios="" result="" temperature="" end="" century="" (2081-2100)="" pre-industrial="" (1850-1900)="" 1.8="" (1.3="" -="" 2.4)="" degrees="" (rcp2.6),="" 2.7="" (2.1="" 3.5)="" (rcp4.5)="" 4.4="" (3.3="" 5.7)="" (rcp8.5).<="" higher="" emissions="" temperatures="" pronounced="" effects="" change.="" lower="" values,="" hand,="" desirable="" humans="" stringent="" mitigation="" efforts="" achieve="" them.<="" considered="" forecast="" plausible="" concentrations.="" ar5-syr.ipcc.ch="" topic_futurechanges.php<="" “climate="" risk”="" “country="" tool="" understand="" critical="" network.="" user="" country’s="" risk="" annual="" expected="" physical="" asset="" (that="" infrastructure)="" hazards="" number="" downtime="" per="" disasters.="" globally.="" derived="" combining="" flows="" downtime.="" handles="" us$="" billion="" year,="" 5.5="" then="" million="" (="1*5.5/365)." present-day="" (roughly="" last="" 30-40="" years)="" 2050.<="" div><p><="" p>="" "="">" your="" request.="" record="" generally="" sufficient="" single="" port="" time.="" if="" need="" multiple="" chokepoints,="" you’ll="" iterate="" relevant="" ids="" own="" implementation.<="" <li>="" <strong>example:="" (port0):<="" strong><br>="" <code>https:="" services9.arcgis.com="" wej1qsnbmyjlchdg="" services="" daily_trade_data="" featureserver="" query?where="portid%20%3D%20%27PORT0%27&outFields=*&maxRecordCountFactor=5&outSR=4326&f=json" (chokepoint1):<="" daily_chokepoints_data="" <li>you="" customize="" portid="" query="" >ports<="" >chokepoints<="" a>.="" advanced="" full="" list="" supported="" parameters,="" refer="" >arcgis="" documentation<="" a>.<br><="" ><b>port="" monitor<="" should="" interpret="" “port="" calls”?<="" <li>a="" defined="" arrival="" vessel="" berth. <="" calls="" exclude="" (to="" best="" our="" ability)="" stop="" bunkering="" purposes="" without="" loading="" unloading="" trade.="" ul><="" >are="" aware="" any="" anomalies="" <ul="" yes,="" few="" known="" data.<br><br>="" <li>due="" conflict="" strait="" hormuz,="" there="" reports="" gps="" jamming,="" spoofing,="" going="" dark.="" care="" faq="" page="" limitations="" data.<="" <li>occasionally,="" “blackout”="" days="" when="" reporting="" disrupted="" source.="" knowledge,="" may="" 12,="" 2022,="" february="" 14,="" 2023,="" january="" 9,="" 2024.<="" certain="" cases="" transponders="" turned="" off,="" especially="" regions="" countries="" targeted="" sanctions,="" affect="" red="" sea="" iran,="" russia,="" ukraine="" venezuela.<="" also="" specific="" ports,="" such="" irregularities="" bandar-e="" pars="" terminal="" around="" august="" 28,="" <li>in="" addition,="" changes="" coverage="" receivers="" over="" time="" have="" influenced="" data.="" example,="" 2021,="" expanded="" receiver="" led="" noticeable="" sustained="" recorded="" gwangyang="" korea="" malacca="" strait.<="" <li>while="" not="" anomaly,="" timing="" lunar="" new="" year="" either="" –="" economies="" china,="" malaysia,="" south="" korea,="" singapore,="" taiwan="" province="" vietnam.="" therefore="" encourage="" caution="" assessing="" year-on-year="" short="" horizons="" months,="" where="" multiple-month="" moving="" averages="" better="" reflect="" economic="" activity.<="" dates="" expressed="" platform?<="" <li>for="" consistency,="" coordinated="" universal="" (utc),="" standard="" used="" set="" zones="" world.="" <li>users="" convert="" into="" local="" zones,="" needed.="" instance,="" york="" city="" zone="" utc="" minus="" (except="" during="" u.s.="" daylight="" savings,="" hours="" earlier).="" produce="" preliminary="" activity?<="" methodology,="" its="" limitations,="" >arslanalp,="" koepke="" verschuur="" (2021)<="" a>.<="" “export”="" “import”="" estimates?<="" export="" import="" interpreted="" proxy="" values="" import.="" recommend="" caution,="" advise="" perform="" one="" following="" processing="" steps.<="" <li>focus="" relative="" less="" so="" absolute="" values.="" shown="" larger="" errors="" compared="" changes,="" particular="" long="" term="" changes.="" <li>smooth="" using="" 7-="" 14-day="" mean.="" proven="" create="" robust="" series.="" <li>aggregate="" across="" stable="" trend="" regionally="" nationally.="" doing="" aggregated="" country="" level="" level.<="" accounts="" differences="" between="" produces="" volumes="" platform.="" closest="" comparable="" concept="" would="" customs-based="" merchandise="" data. <br><span="" ><br>portwatch="" differ="" many="" reasons,="" including:<br><br><span="" >1.="" conceptual="" differences:<="" span><="" div><div="" ><span="" ><ul><li>portwatch="" trade,="" while="" modes="" transportation,="" including="" air="" cargo,="" land="" transport="" pipelines.<br><br><="" li><li>portwatch="" weight="" traded="" goods,="" value="" (price)="" goods="" (even="" data).="" difference="" meaningful="" compositional="" shifts="" those="" observed="" pandemic.<="" <li>official="" reported="" seasonally="" adjusted="" terms,="" adjusted.<br><br><="" li><span="" >2.="" model="" inaccuracies<br><br><="" ul><ul>="" reception="" poor="" places="" lead="" error="" location="" vessels.="" similarly,="" signals="" could="" off.="" both="" factors="" inaccuracies.="" <li>our="" measures="" enters="" port,="" gets="" cleared="" customs.="" slight="" variety="" accuracy="" other.="" main="" drivers="" are:="" (i)="" information;="" (ii)="" (in="" draft="" changes);="" (iii)="" degree="" transshipment.="" such,="" domain="" knowledge="" context="" remains="" highly="" important="" detailed="" analysis.<="" <li>draft="" information,="" estimate="" imports="" exports,="" manually="" crew="" erroneous.="" moreover,="" only="" measure="" net="" is,="" every="" identify="" import,="" whereas="" simultaneous="" cannot="" identified.<="" despite="" validation="" shows="" captures="" trends="" turning="" points="" reasonable="" accuracy.="" further="" details,="" see:="" >tracking="" space:="" application="" pacific="" island="" countries<="" sectors="" industries="" <li="" >throughout="" platform,="" adopt="" 13-sector="" industry="" classification="" line="" harmonized="" (hs),="" standardized="" classifying="" customs="" authorities="" worldwide.<br><br><="" >the="" animals="" &="" animal="" products;="" vegetable="" prepared="" foodstuffs="" beverages;="" (iv)="" minerals="" (v)="" chemical="" allied="" industries;="" (vi)="" plastics,="" rubber,="" leather;="" (vii)="" wood="" (viii)="" textiles="" footwear;="" (ix)="" stone="" glass;="" (x)="" metals;="" (xi)="" machinery="" electrical="" equipment;="" (xii)="" vehicles="" transportation="" equipment,="" (xiii)="" miscellaneous.<="" ><b>disruptions<="" define="" natural="" disasters="" what="" source?<="" covered="" earthquakes,="" tsunamis,="" tropical="" cyclones,="" floods,="" volcanic="" eruptions,="" droughts,="" forest="" fires.="" <li>real="" alerts="" sourced="" (gdacs),="" >https:="" www.gdacs.org="" <li>gdacs="" cooperation="" framework="" nations,="" european="" commission="" managers="" worldwide="" improve="" alerts,="" exchange="" first="" phase="" after="" major="" sudden-onset="" disasters.<="" e-mail="" cover="" classified="" “red="" events”="" (the="" highest="" severity="" scale="" gdacs).="" found="" gdacs="" website:="" models_eq.aspx<="" sankey="" chart?<="" chart="" port-to-port="" linkages="" affected="" upstream="" downstream="" within="" network.<="" <li>ports="" left-hand="" side="" sending="" shipments="" (previous="" port),="" right="" receiving="" (next="" port).<="" size="" connecting="" lines="" indicate="" total="" carrying="" capacity="" operating="" normal="" conditions<="" <li>it="" noted="" data,="" reflecting="" visits="" onwards.="" port.="" does="" deal="" disruptions="" ports?<="" <li>multiple="" due="" event="" relatively="" common.<="" <li>within="" disruption="" monitor,="" capture="" being="" area.<="" simulator,="" selected="" simulate="" disruptions.="" plan="" extend="" future="" versions="" ><b>spillover="" scenarios<="" “port-level”,="" “country-level”="" “supply-chain”="" presentations="" simulator?<="" potential="" impacts="" network="" along="" dimensions:<="" port-level="" presentation="" likely="" because="" they="" rely="" port.<="" country-level="" imports,="" exports="" transhipments.="" results="" “trade-at-risk”="" disaster.<="" supply-chain="" supply-chains="" direct="" indirect="" dependencies="" ports.="" firms="" importing="" production="" via="" possible="" length="" (7,="" 30,="" days)?<="" <li>assessing="" difficult="" however,="" previous="" research="" events,="" made.="" <li>7="" days.="" happen="" moderately="" extreme="" cyclone,="" flood="" earthquake="" ceases="" operations,="" but="" no="" damages="" occurred.="" examples="" hurricane="" sandy="" affecting="" york-new="" jersey.<="" <li>14="" incurred="" require="" repairs.="" dorian="" (2019)="" freeport="" (bahamas)="" cyclone="" debbie="" walcott.="" <li>30="" causes="" hinterland="" (supply="" chains).="" <li>90="" very="" low="" probability="" high="" impact="" infrastructure="" damages.="" katrina="" (2005),="" took="" months="" fully="" restore="" maemi="" (2003)="" damaged="" container="" cranes="" busan="" (which="" replace)="" tōhuku="" tsunami="" caused="" damage="" japanese="" ports.<="" estimated?="" vintage="" it?="" expect="" update="" it?<="" estimated="" simulation="" finds="" routes="" taken="" flows.="" >ports’="" criticality="" supply-chains<="" trade <span="" >and="" input="" output <="" span>data="" construct="" 2022.="" regular="" basis="" models="" approximations.="" words,="" inconsistencies="" outliers="" exist,="" benchmarking="" adequately.<="" indicator?="" mean="" lost="" delayed="" trade?<="" at-risk="" indicator="" (either="" terms).="" most="" cases,="" rerouted="" permanent="" loss="" imports.="" representative="" concentration="" pathway="" (rcp)="" scenarios?<="" rcps="" provide="" trajectories="" greenhouse="" gas="" (ghg)="" concentrations="" 21st="" century,="" adopted="" panel="" change="" (ipcc).<="" originally="" rcp2.6,="" rcp4.5,="" rcp6,="" rcp8.5="" labelled="" range="" ghg="" (2.6,="" 4.5,="" 6,="" 8.5="" w="" m2,="" respectively).<="" <li>portwatch="" uses="" rcp="" scenarios:="" rcp4.5="" rcp8.5.="" latest="" models,="" scenarios="" result="" temperature="" end="" century="" (2081-2100)="" pre-industrial="" (1850-1900)="" 1.8="" (1.3="" -="" 2.4)="" degrees="" (rcp2.6),="" 2.7="" (2.1="" 3.5)="" (rcp4.5)="" 4.4="" (3.3="" 5.7)="" (rcp8.5).<="" higher="" emissions="" temperatures="" pronounced="" effects="" change.="" lower="" values,="" hand,="" desirable="" humans="" stringent="" mitigation="" efforts="" achieve="" them.<="" considered="" forecast="" plausible="" concentrations.="" ar5-syr.ipcc.ch="" topic_futurechanges.php<="" “climate="" risk”="" “country="" tool="" understand="" critical="" network.="" user="" country’s="" risk="" annual="" expected="" physical="" asset="" (that="" infrastructure)="" hazards="" number="" downtime="" per="" disasters.="" globally.="" derived="" combining="" flows="" downtime.="" handles="" us$="" billion="" year,="" 5.5="" then="" million="" (="1*5.5/365)." present-day="" (roughly="" last="" 30-40="" years)="" 2050.<="" div><p><="" p>="" "="">" your="" request.="" record="" generally="" sufficient="" single="" port="" time.="" if="" need="" multiple="" chokepoints,="" you’ll="" iterate="" relevant="" ids="" own="" implementation.<="" <li>="" <strong>example:="" (port0):<="" strong><br>="" <code>https:="" services9.arcgis.com="" wej1qsnbmyjlchdg="" services="" daily_trade_data="" featureserver="" query?where="portid%20%3D%20%27PORT0%27&outFields=*&maxRecordCountFactor=5&outSR=4326&f=json" (chokepoint1):<="" daily_chokepoints_data="" <li>you="" customize="" portid="" query="" >ports<="" >chokepoints<="" a>.="" advanced="" full="" list="" supported="" parameters,="" refer="" >arcgis="" documentation<="" a>.<br><="" ><b>port="" monitor<="" should="" interpret="" “port="" calls”?<="" <li>a="" defined="" arrival="" vessel="" berth. <="" calls="" exclude="" (to="" best="" our="" ability)="" stop="" bunkering="" purposes="" without="" loading="" unloading="" trade.="" ul><="" >are="" aware="" any="" anomalies="" <ul="" yes,="" few="" known="" data.<br><br>="" <li>due="" conflict="" strait="" hormuz,="" there="" reports="" gps="" jamming,="" spoofing,="" going="" dark.="" care="" faq="" page="" limitations="" data.<="" <li>occasionally,="" “blackout”="" days="" when="" reporting="" disrupted="" source.="" knowledge,="" may="" 12,="" 2022,="" february="" 14,="" 2023,="" january="" 9,="" 2024.<="" certain="" cases="" transponders="" turned="" off,="" especially="" regions="" countries="" targeted="" sanctions,="" affect="" red="" sea="" iran,="" russia,="" ukraine="" venezuela.<="" also="" specific="" ports,="" such="" irregularities="" bandar-e="" pars="" terminal="" around="" august="" 28,="" <li>in="" addition,="" changes="" coverage="" receivers="" over="" time="" have="" influenced="" data.="" example,="" 2021,="" expanded="" receiver="" led="" noticeable="" sustained="" recorded="" gwangyang="" korea="" malacca="" strait.<="" <li>while="" not="" anomaly,="" timing="" lunar="" new="" year="" either="" –="" economies="" china,="" malaysia,="" south="" korea,="" singapore,="" taiwan="" province="" vietnam.="" therefore="" encourage="" caution="" assessing="" year-on-year="" short="" horizons="" months,="" where="" multiple-month="" moving="" averages="" better="" reflect="" economic="" activity.<="" dates="" expressed="" platform?<="" <li>for="" consistency,="" coordinated="" universal="" (utc),="" standard="" used="" set="" zones="" world.="" <li>users="" convert="" into="" local="" zones,="" needed.="" instance,="" york="" city="" zone="" utc="" minus="" (except="" during="" u.s.="" daylight="" savings,="" hours="" earlier).="" produce="" preliminary="" activity?<="" methodology,="" its="" limitations,="" >arslanalp,="" koepke="" verschuur="" (2021)<="" a>.<="" “export”="" “import”="" estimates?<="" export="" import="" interpreted="" proxy="" values="" import.="" recommend="" caution,="" advise="" perform="" one="" following="" processing="" steps.<="" <li>focus="" relative="" less="" so="" absolute="" values.="" shown="" larger="" errors="" compared="" changes,="" particular="" long="" term="" changes.="" <li>smooth="" using="" 7-="" 14-day="" mean.="" proven="" create="" robust="" series.="" <li>aggregate="" across="" stable="" trend="" regionally="" nationally.="" doing="" aggregated="" country="" level="" level.<="" accounts="" differences="" between="" produces="" volumes="" platform.="" closest="" comparable="" concept="" would="" customs-based="" merchandise="" data. <br><span="" ><br>portwatch="" differ="" many="" reasons,="" including:<br><br><span="" >1.="" conceptual="" differences:<="" span><="" div><div="" ><span="" ><ul><li>portwatch="" trade,="" while="" modes="" transportation,="" including="" air="" cargo,="" land="" transport="" pipelines.<br><br><="" li><li>portwatch="" weight="" traded="" goods,="" value="" (price)="" goods="" (even="" data).="" difference="" meaningful="" compositional="" shifts="" those="" observed="" pandemic.<="" <li>official="" reported="" seasonally="" adjusted="" terms,="" adjusted.<br><br><="" li><span="" >2.="" model="" inaccuracies<br><br><="" ul><ul>="" reception="" poor="" places="" lead="" error="" location="" vessels.="" similarly,="" signals="" could="" off.="" both="" factors="" inaccuracies.="" <li>our="" measures="" enters="" port,="" gets="" cleared="" customs.="" slight="" variety="" accuracy="" other.="" main="" drivers="" are:="" (i)="" information;="" (ii)="" (in="" draft="" changes);="" (iii)="" degree="" transshipment.="" such,="" domain="" knowledge="" context="" remains="" highly="" important="" detailed="" analysis.<="" <li>draft="" information,="" estimate="" imports="" exports,="" manually="" crew="" erroneous.="" moreover,="" only="" measure="" net="" is,="" every="" identify="" import,="" whereas="" simultaneous="" cannot="" identified.<="" despite="" validation="" shows="" captures="" trends="" turning="" points="" reasonable="" accuracy.="" further="" details,="" see:="" >tracking="" space:="" application="" pacific="" island="" countries<="" sectors="" industries="" <li="" >throughout="" platform,="" adopt="" 13-sector="" industry="" classification="" line="" harmonized="" (hs),="" standardized="" classifying="" customs="" authorities="" worldwide.<br><br><="" >the="" animals="" &="" animal="" products;="" vegetable="" prepared="" foodstuffs="" beverages;="" (iv)="" minerals="" (v)="" chemical="" allied="" industries;="" (vi)="" plastics,="" rubber,="" leather;="" (vii)="" wood="" (viii)="" textiles="" footwear;="" (ix)="" stone="" glass;="" (x)="" metals;="" (xi)="" machinery="" electrical="" equipment;="" (xii)="" vehicles="" transportation="" equipment,="" (xiii)="" miscellaneous.<="" ><b>disruptions<="" define="" natural="" disasters="" what="" source?<="" covered="" earthquakes,="" tsunamis,="" tropical="" cyclones,="" floods,="" volcanic="" eruptions,="" droughts,="" forest="" fires.="" <li>real="" alerts="" sourced="" (gdacs),="" >https:="" www.gdacs.org="" <li>gdacs="" cooperation="" framework="" nations,="" european="" commission="" managers="" worldwide="" improve="" alerts,="" exchange="" first="" phase="" after="" major="" sudden-onset="" disasters.<="" e-mail="" cover="" classified="" “red="" events”="" (the="" highest="" severity="" scale="" gdacs).="" found="" gdacs="" website:="" models_eq.aspx<="" sankey="" chart?<="" chart="" port-to-port="" linkages="" affected="" upstream="" downstream="" within="" network.<="" <li>ports="" left-hand="" side="" sending="" shipments="" (previous="" port),="" right="" receiving="" (next="" port).<="" size="" connecting="" lines="" indicate="" total="" carrying="" capacity="" operating="" normal="" conditions<="" <li>it="" noted="" data,="" reflecting="" visits="" onwards.="" port.="" does="" deal="" disruptions="" ports?<="" <li>multiple="" due="" event="" relatively="" common.<="" <li>within="" disruption="" monitor,="" capture="" being="" area.<="" simulator,="" selected="" simulate="" disruptions.="" plan="" extend="" future="" versions="" ><b>spillover="" scenarios<="" “port-level”,="" “country-level”="" “supply-chain”="" presentations="" simulator?<="" potential="" impacts="" network="" along="" dimensions:<="" port-level="" presentation="" likely="" because="" they="" rely="" port.<="" country-level="" imports,="" exports="" transhipments.="" results="" “trade-at-risk”="" disaster.<="" supply-chain="" supply-chains="" direct="" indirect="" dependencies="" ports.="" firms="" importing="" production="" via="" possible="" length="" (7,="" 30,="" days)?<="" <li>assessing="" difficult="" however,="" previous="" research="" events,="" made.="" <li>7="" days.="" happen="" moderately="" extreme="" cyclone,="" flood="" earthquake="" ceases="" operations,="" but="" no="" damages="" occurred.="" examples="" hurricane="" sandy="" affecting="" york-new="" jersey.<="" <li>14="" incurred="" require="" repairs.="" dorian="" (2019)="" freeport="" (bahamas)="" cyclone="" debbie="" walcott.="" <li>30="" causes="" hinterland="" (supply="" chains).="" <li>90="" very="" low="" probability="" high="" impact="" infrastructure="" damages.="" katrina="" (2005),="" took="" months="" fully="" restore="" maemi="" (2003)="" damaged="" container="" cranes="" busan="" (which="" replace)="" tōhuku="" tsunami="" caused="" damage="" japanese="" ports.<="" estimated?="" vintage="" it?="" expect="" update="" it?<="" estimated="" simulation="" finds="" routes="" taken="" flows.="" >ports’="" criticality="" supply-chains<="" trade <span="" >and="" input="" output <="" span>data="" construct="" 2022.="" regular="" basis="" models="" approximations.="" words,="" inconsistencies="" outliers="" exist,="" benchmarking="" adequately.<="" indicator?="" mean="" lost="" delayed="" trade?<="" at-risk="" indicator="" (either="" terms).="" most="" cases,="" rerouted="" permanent="" loss="" imports.="" representative="" concentration="" pathway="" (rcp)="" scenarios?<="" rcps="" provide="" trajectories="" greenhouse="" gas="" (ghg)="" concentrations="" 21st="" century,="" adopted="" panel="" change="" (ipcc).<="" originally="" rcp2.6,="" rcp4.5,="" rcp6,="" rcp8.5="" labelled="" range="" ghg="" (2.6,="" 4.5,="" 6,="" 8.5="" w="" m2,="" respectively).<="" <li>portwatch="" uses="" rcp="" scenarios:="" rcp4.5="" rcp8.5.="" latest="" models,="" scenarios="" result="" temperature="" end="" century="" (2081-2100)="" pre-industrial="" (1850-1900)="" 1.8="" (1.3="" -="" 2.4)="" degrees="" (rcp2.6),="" 2.7="" (2.1="" 3.5)="" (rcp4.5)="" 4.4="" (3.3="" 5.7)="" (rcp8.5).<="" higher="" emissions="" temperatures="" pronounced="" effects="" change.="" lower="" values,="" hand,="" desirable="" humans="" stringent="" mitigation="" efforts="" achieve="" them.<="" considered="" forecast="" plausible="" concentrations.="" ar5-syr.ipcc.ch="" topic_futurechanges.php<="" “climate="" risk”="" “country="" tool="" understand="" critical="" network.="" user="" country’s="" risk="" annual="" expected="" physical="" asset="" (that="" infrastructure)="" hazards="" number="" downtime="" per="" disasters.="" globally.="" derived="" combining="" flows="" downtime.="" handles="" us$="" billion="" year,="" 5.5="" then="" million="" (="1*5.5/365)." present-day="" (roughly="" last="" 30-40="" years)="" 2050.<="" div><p><="" p>="" "="">