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Extension of Babinet's Principle for Plasmonic Metasurfaces

Ortiz, J. D.; del Risco, J. P.; Baena, J. D.; Marqués Sillero, Ricardo

Abstract

Babinet's principle is widely applied in optics and has been useful for designing metasurfaces with dual behavior. Although this principle can be rigorously demonstrated for infinitely thin perfect conducting screens, it is not exact for any real screen. In fact, metals used in plasmonic metasurfaces are far from good conductors, and the thickness of samples is not negligible in comparison with the typical size of the patterned structure. In this paper, we propose an extension of Babinet's principle valid for plasmonic metasurfaces by redefining the concept of complementary screens and finding impedance relations between such screens that ultimately leads to a simple relation between the transmission matrices of two complementary plasmonic metasurfaces. The theory is valid under the assumptions of the electroquasistatic approximation and plane waves in the far field. It may find applications in the design of optical plasmonic metasurfaces, nanocircuits, and nanoantennas.

Full text

Ex ension o Babine ’s p inciple o plasmonic me asu aces Ci e as: Appl. Phys. Le . 119, 161103 (2021); doi: 10.1063/5.0065724 Submi ed: 4 Augus 2021 .Accep ed: 30 Sep embe 2021 . Published Online: 19 Oc obe 2021 J. D. O iz, 1 J. P. del Risco, 2,3 J. D. Baena, 2,a) and R. Ma qu es 4 AFFILIATIONS 1 Facul y o Enginee ing, Uni e sidad de San Buena en u a, Bogo  a 110141, Colombia 2 Depa men o Physics, Uni e sidad Nacional de Colombia, Bogo  a 111321, Colombia 3 Depa men o Ma hema ics, Uni e sidad Se gio A boleda, Bogo  a 111711, Colombia 4 Depa men o Elec onics and Elec omagne ism, Uni e sidad de Se illa, Se illa 41012, Spain a) Au ho o whom co espondence should be add essed: [email p o ec ed]du.co ABSTRACT Babine ’s p inciple is widely applied in op ics and has been use ul o designing me asu aces wi h dual beha io . Al hough his p inciple can be igo ously demons a ed o infini ely hin pe ec conduc ing sc eens, i is no exac o any eal sc een. In ac , me als used in plasmonic me asu aces a e a om good conduc o s, and he hickness o samples is no negligible in compa ison wi h he ypical size o he pa e ned s uc u e. In his pape , we p opose an ex ension o Babine ’s p inciple alid o plasmonic me asu aces by edefining he concep o complemen a y sc eens and finding impedance ela ions be ween such sc eens ha ul ima ely leads o a simple ela ion be ween he ansmission ma ices o wo complemen a y plasmonic me asu aces. The heo y is alid unde he assump ions o he elec oquasis a ic app oxima ion and plane wa es in he a field. I may find applica ions in he design o op ical plasmonic me asu aces, nanoci cui s, and nanoan ennas. Published unde an exclusi e license by AIP Publishing. h ps://doi.o g/10.1063/5.0065724 The ela ed opics o op ical plasmonic me asu aces, 1,2 nanoci - cui s, 3–6 and nanoan ennas 7 ha e a ac ed much a en ion du ing he las wo decades. Complemen a i y is a widely used concep in he di - ac ion heo y ha migh be use ul o new de elopmen s in hese esea ch a eas. I is closely ela ed o Babine ’s p inciple, which es ab- lishes ce ain duali y ela ions be ween he fields sca e ed by wo com- plemen a y sc eens. 8,9 In ac , Babine ’s p inciple has al eady been applied o designing complemen a y me asu aces a mic owa es, 10 e ahe z, 11 and op ical equencies. 12–18 In hose p e ious wo ks, i was demons a ed ha he ansmi ance o one me asu ace is like he eflec ance o i s complemen a y coun e pa , and ice e sa, excep o some deg ee o de ia ion. Aside om ha , he duali y be ween elec ic and magne ic fields has been confi med in he nea field o some specific complemen a y plasmonic s uc u es. 19,20 Howe e , while Babine ’s p inciple can be igo ously demons a ed o infini ely hin pe ec conduc ing sc eens, 8,9 i is no exac o op ical plasmonic sc eens o which nei he he hickness is negligible no he me als a e good conduc o s. Ne e heless, e y ecen wo ks 21–23 sugges ha Babine ’s p inciple is s ill quali a i ely alid o plasmonic s uc u es. Would i be possible o ex end Babine ’s p inciple o plasmonic sc eens, maybe by in oducing some co ec ion, and placing i s applica ion o hese s uc u es on mo e solid g ounds? Along his Le e , we will show ha his ex ension is possible. Namely, ou ex en- sion o Babine ’s p inciple will be alid o complemen a y plasmonic me asu aces composed o ma e ials wi h high alues o he modulus o he pe mi i i y, which eal pa could be nega i e o egions filled wi h some plasmonic me al while posi i e in o he egions filled wi h high pe mi i i y dielec ics. We will no only p o ide a heo e ical o - mula ep esen ing his ex ension o Babine ’s p inciple bu also com- pa e i s pe o mance agains he p edic ions based on con en ional Babine ’s p inciple. We will show ha he ag eemen be ween heo y and nume ical simula ions using ou ex ension is g ea ly imp o ed o h ee di e en shapes. Be o e ex ending his p inciple, i is wo h o summa ize he con- en ional o m o Babine ’s p inciple which, unde ce ain conside - a ions, will p omp ly d i e us o a use ul co olla y linking he ansmission coe ficien s o wo complemen a y pe iodic sc eens whose pe iod is subwa eleng h (as usual o me asu aces). Le us s a assuming wo complemen a y hin conduc ing sc eens, one migh be called he o iginal one while he o he he complemen a y one, bo h sc eens o hogonal o he z-axis, and loca ed a z¼0.Unde hiscon- ex , complemen a y means ha bo h sc eens ha e been e ched wi h Appl. Phys. Le . 119, 161103 (2021); doi: 10.1063/5.0065724 119, 161103-1 Published unde an exclusi e license by AIP Publishing Applied Physics Le e s ARTICLE sci a ion.o g/jou nal/apl 04 June 2025 14:00:05 he same pa e n bu in e changing conduc o and ai egions. Mo eo e ,le hesou cebeplacedin hez<0 hal -space and emi ing a plane wa e ha impinges no mally on o he sc een. Le us call Einc and Binc he elec ic and magne ic inciden fields o he o iginal sc een, while o he complemen a y sc een he inciden fields E0 inc and B0 inc will be linked o he o me as ollows: E0 inc ¼cBinc and cB0 inc ¼Einc,beingc he speed o ligh in acuum. Then Babine ’s p inciple says 8,9 E a cB0 a ¼Einc; cB a þE0 a ¼cBinc;(1) whe e E a and B a a e he elec ic and magne ic fields ansmi ed h ough he o iginal sc een while E0 a and B0 a ha e he same meaning bu o he complemen a y p oblem. Al hough his is usually called a p inciple, i is an exac heo em when sc eens a e plana , infini ely hin, and made o pe ec conduc o . 8,9 Assuming he sou ce is e y a om he sc een, hen he inciden wa e can be app oxima ed as a plane wa e. In gene al, he ansmi ed field can be expanded as an infini y sum o plane wa es. Whene e he uni cell is much smalle han he wa eleng h, as usual o me asu aces, only a plane wa e emains a om he sc een. By defini ion, he inciden and ansmi - ed elec ic fields can be connec ed one ano he h ough E a ¼ Einc o he o iginal sc een and E0 a ¼ 0E0 inc o he complemen a y sc een, whe e  and  0a e he so-called ansmission ma ices. Simila ly, eflec ion ma ices could be defined by E e ¼ Einc and E0 e ¼ 0E0 inc. They a e jus 2 2 squa e ma ices, because hey a e linking fields ha a e ans e se o he z-axis and aking in o accoun bo h co-pola and c oss-pola e ec s (i.e., hey a e, in gene al, non- diagonal ma ices). Fu he mo e, as a as wa es a e app oxima ed by plane wa es, he magne ic fields can easily be ob ained om he elec- ic field by using he well-known o mula B¼ð1=kcÞkE,whe ek is he wa e ec o and kis he co esponding wa enumbe . Al e na i ely, when kis pa allel o he z-axis, his o mula can also be exp essed as ollows: cBinc cB a cB e cB0 inc cB0 a cB0 e 8 > > > > > > > > > < > > > > > > > > > : 9 > > > > > > > > > = > > > > > > > > > ; ¼01 10 !  Einc E a E e E0 inc E0 a E0 e 8 > > > > > > > > > < > > > > > > > > > : 9 > > > > > > > > > = > > > > > > > > > ; ¼  R Einc E a E e E0 inc E0 a E0 e 8 > > > > > > > > > < > > > > > > > > > : 9 > > > > > > > > > = > > > > > > > > > ; ;(2) whe e   R ep esen s a 90coun e clockwise o a ion a ound he z-axis. F om (1) and (2), hedefini ionso  and  0in oduced abo e and wi h he 2 2 iden i y ma ix  1, i is a s aigh o wa d ask o demon- s a e he ollowing co olla y:  þ  R 0  R1¼  1:(3) I is wo h no ing ha , al hough a simila esul has been epo ed in many pape s in he scala o m þ 0¼1, his ma ix o m is mo e gene al because i also accoun s o cases p esen ing c oss-pola iza ion e ec s. In p inciple, he ansmission h ough one sc een could be guessed om he ansmission o i s complemen a y sc een by using (3). Howe e , le us emind ha (3) is only alid o sc eens o negligi- ble hickness and made o pe ec conduc o , which, clea ly, is no he case o plasmonic me asu aces. Then, we need o eplace i wi h ano he equa ion sui able o complemen a y plasmonic me asu aces. Now, le us conside he s uc u e shown in Fig. 1(a), which is a wo-dimensional (2D) piecewise homogeneous s uc u e filled wi h se e al media wi h iso opic ela i e pe mi i i ies ei; so, he s uc- u e is cha ac e ized by he ela i e pe mi i i y piecewise unc ion eðx;yÞ. I all egions a e filled wi h high pe mi i i ies hen, due o he con inui y o he no mal componen o eEon he bounda y, he no mal componen o Ecan be neglec ed inside he me asu ace, and hus, Eðx;yÞ¼Exðx;yÞ^ xþEyðx;yÞ^ y. Conside ing he uni cell is much smalle han he wa eleng h and i s hickness is also smalle han he skin dep h o plasmonic egions, i is also possible o use he elec oquasis a ic (EQS) app oxima ion: 24,25 he magne ic induc- ion in Fa aday’s law can be neglec ed o low equencies while he displacemen cu en densi y in he Ampe` e–Maxwell’s law is s ill kep because he low equencies a e compensa ed wi h he high al- ues o pe mi i i y. In his way, he p oblem is simplified o a 2D p oblem whose elec ic field sa isfies $ ðeEÞ¼0 and $ E¼0, whe e $ ¼^ x@=@xþ^ y@=@y. In o de o define he complemen a y p oblem, le us eplace he pe mi i i y eo he o iginal s uc u e wi h a new complemen a y pe mi i i y, as shown in Fig. 1(b), defined by e0ðx;yÞ¼ C1 eðx;yÞ;(4) whe e C 1 is an a bi a y cons an . I is wo h no ing ha his defini ion o “complemen a i y” includes he con en ional one as a pa icula case: when only wo ma e ials a e used his cons an can be chosen as C1¼e1e2, which means jus an in e change o ma e ials. Unde his ans o ma ion, he fields inside he complemen a y s uc u e can be ob ained om hose o he o iginal p oblem as ollows: E0¼C2e^ zE¼C2e   RE;(5) whe e C 2 is an a bi a y cons an associa ed wi h he eedom o scal- ing solu ions om linea equa ions. I can be s aigh o wa dly dem- ons a ed ha $ ðe0E0Þ¼0and$ E0¼0, by jus eplacing (4) and (5).This esul includesasapa icula case he esul sp e iously epo ed in Re s. 26–28 on he e ec i e conduc i i y o 2D wo phase composi es, which can be ob ained by simply eplacing he ela i e pe mi i i y eby i =ðe0xÞ,whe e is he spa ial dis ibu ion o conduc i i y. FIG. 1. Illus a ion o he uni cells o wo complemen a y me asu aces: he “o iginal” one (a) and he “complemen a y” one (b). Complemen a y pe mi i i ies and elec ic fields a e ela ed o Eqs. (4) and (5), espec i ely. Applied Physics Le e s ARTICLE sci a ion.o g/jou nal/apl Appl. Phys. Le . 119, 161103 (2021); doi: 10.1063/5.0065724 119, 161103-2 Published unde an exclusi e license by AIP Publishing 04 June 2025 14:00:05 In o de o desc ibe he esponse o he s uc u e om a mac o- scopic poin o iew, le us define he a e age elec ic field Ea e as well as he su ace cu en densi y (coming om he displacemen cu en ) Jsinside he uni cell (u.c.) h ough he in eg als Ea e ¼1 Aððu:c: Eðx;yÞdx dy;(6) Js¼ixe0h Aððu:c: eðx;yÞEðx;yÞdx dy;(7) whe e Ais he a ea o he uni cell, his he hickness o he sample, and ha monic a ia ion wi h ime eix has been assumed. We can now define he su ace impedance o he s uc u e,   Zs,as hema ix ha ela es he ec o s in (6) and (7) in he ollowing way: Ea e ¼Ea e;x Ea e;y  ¼Zs;xx Zs;xy Zs;yx Zs;yy  Js;x Js;y  ¼  ZsJs:(8) By applying iden ical defini ions (6) and (7) in he complemen a y me asu ace, and using (4) and (5), i is eadily shown ha he comple- men a y a e age elec ic field E0 a e and he complemen a y su ace cu - en densi y J0 sa e ela ed o he o iginal ones as E0 a e ¼ C2 ixe0h   RJs;(9) J0 s¼ixe0hC 1C2   REa e:(10) Ye , E0 a e and J0 sa e ela ed by he complemen a y su ace impedance   Z0 sas: E0 a e ¼  Z0 sJ0 s, hen, when we pu oge he his defini ion wi h (8)–(10), we di ec ly ela e bo h su ace impedances. Wi h he acuum wa e numbe k¼xffiffiffiffiffiffiffiffiffi e0l0 pand he acuum impedance Z0¼ffiffiffiffiffiffiffiffiffiffiffi l0=e0 p, he final esul is   Z0 s  R  Zs  R1¼Z2 0 4K   1;(11) whe e K¼h2k2C1=4:(12) I ecalls a p e ious heo em epo ed in Re s. 26–28 o he e ec i e conduc i i y o 2D la ices o conduc i e cylinde s, which can be deduced om (11) as a pa icula case by using C1¼e1e2and ei i=ðixe0Þ. I is also closely ela ed o he p ope y ZZ 0¼Z2 0=4 epo ed by Booke 29 and Deschamps 30 o pe ec ly conduc ing complemen a y sc eens, which can be ob ained om (11) when K¼1, and he o diagonal componen s o he su ace impedance ma ix a e ze o. Now, le us use s anda d bounda y condi ions a he me asu ace o sol e he ansmission ma ix om he su ace impedance ma ix. Fi s , by imposing he con inui y o he angen ial componen o he elec ic field hen Einc þE e ¼Ea e ¼E a,whichisequi alen o   1þ ¼ . Second, due o he ound su ace elec ic cu en , he mag- ne ic field mus sa is y he ollowing discon inui y ela ion: ^ zðBinc þB e B aÞ¼l0Js, which is equi alen o   1   ¼Z0   Z1 s . In his way, we ha e go a sys em o wo linea equa ions wi h wo unknown ma ices,   and  , ha can be easily sol ed o ge he ans- mission ma ix  ¼  1þZ0 2   Z1 s  1 :(13) Recip ocally, he su ace impedance is   Zs¼ðZ0=2Þ½ 1  11.Since i is an a bi a y choice wha is he o iginal o complemen a y sc een, i is clea ha we can w i e a ela ion analogous o (13) o  0and   Z0 s. The e o e, by using (11), we can es ablish a di ec ela ion be ween bo h ansmission ma ices, which is  0¼  R1  1 ½   1ð1KÞ  1  R:(14) I ep oduces he co olla y p e iously ob ained om con en ional Babine ’s p inciple, exp essed in (3),onlywhenK¼1(see hesupple- men a y ma e ial o examples wi h K1) bu , in gene al, K6¼ 1 and equency dependen as indica ed in (12). The e o e, Eq. (14) can be conside ed as an ex ension o Babine ’s p inciple o complemen- a y plasmonic me asu aces. I is wo h o emind, howe e , ha his o mula was ob ained unde he assump ion o he EQS limi , which is alid o sc eens wi h subwa eleng h pe iodici y, low a ia ion o fields along he z-axis inside he me asu aces, and high pe mi i i ies. Since hese cons ains a e usually ulfilled by plasmonic me asu aces ope a - ing a op ical equencies, his heo y is expec ed o be use ul o he analysis o hese s uc u es. To alida e ou heo y, h ee couples o complemen a y plas- monic me asu aces using di e en shapes will be nume ically simu- la ed. We will ocus ou a en ion in he in a ed ange o equencies. Fo all cases, we will use silicon (Si) and sil e (Ag) no only because hey a e ex ensi ely used in plasmonics bu also because hey bo h ha e high pe mi i i y in he in a ed ange and, a he same ime, hey p o ide a big con as o pe mi i i y, which migh be desi able o designing complemen a y s uc u es. The ela i e pe mi i i y o Si is almos cons an wi hin he conside ed equency ange, wi h a negli- gible imagina y pa , and can be app oxima ed as eSi 11:9. 31–33 On he o he hand, he pe mi i i y o Ag depends s ongly on he e- quency wi h a D ude–Lo en z beha io desc ibed by eAg ¼1x2 p= ðx2þixcÞ, whe e he plasma equency is xp¼1:375 1016 ad/s and he collision equency is c¼3:12 1013 s1; hese pa ame e s ha e been ob ained om Re . 34. As a fi s example, we will analyze he complemen a y sc eens shown in Figs. 2(a) and 2(b),whicha e made o al e na ing Si and Ag ba s. Pe iodic bounda y condi ions a e used a he edges o he s uc u es. A bi a ily, (a) may co espond wi h he o iginal p oblem while (b) wi h he complemen a y one. Following he same a gumen s o Re . 6, o y-pola ized (x-pola ized) inciden wa es, i can be in e p e ed as a plana nanoci cui wi h se ies (pa allel) connec ions o nanoinduc o s ep esen ing he Ag egions (nega i e pe mi i i y below he plasma equency) and nanocapaci- o s ep esen ing he Si egions (posi i e pe mi i i y). By passing om he o iginal o he complemen a y s uc u e, each egion swi ches om he nanoinduc o o he nanocapaci o and ice e sa. The com- plemen a y p oblem is defined no only by he in e change o ma e i- als bu also by he 90 o a ion o he pola iza ion s a e o he inciden wa e, which means ha se ies (pa allel) connec ions swi ch o a pa allel (se ies) connec ion in he complemen a y p oblem. Unde hese assump ions, i can be shown ha (11) is sa isfied. In ac , we ha e nume ically compu ed he ansmission coe ficien s h ough bo h sc eens by using he comme cial so wa e CST Mic owa e S udio om 50 o 300 THz o , equi alen ly, om 1 o 6lm. The plo s o Applied Physics Le e s ARTICLE sci a ion.o g/jou nal/apl Appl. Phys. Le . 119, 161103 (2021); doi: 10.1063/5.0065724 119, 161103-3 Published unde an exclusi e license by AIP Publishing 04 June 2025 14:00:05 Fig. 2 show simula ed ansmission coe ficien s (solid lines) as well as he cu es de i ed om (3) (dashed lines) and (14) (do ed lines) by using he nume ical esul o he complemen a y sc een. A e y good ag eemen be ween ou heo y, i.e., (14), and he elec omagne ic sim- ula ions has been ound while he esul s coming om con en ional Babine ’s p inciple, i.e., (3), show a significan de ia ion om he sim- ula ed esul s. Al hough Fig. 2(a) shows a big de ia ion in he phase abo e 250 THz, i is no ac ually ele an i we conside ha he co e- sponding magni ude is nea ze o. (The phase is indefini e a ze o.) I is also wo h no ing ha , due o he mi o symme ies o he s uc u e espec o he x-plane and y-plane, he o diagonal elemen s o he ansmission ma ices cancel ou and hen only he diagonal compo- nen s a e depic ed in Fig. 2. The esponse o he o me s uc u e was poo ly dispe si e and dissipa i e. To check ou heo y o s uc u es p esen ing s ong dis- pe sion and dissipa ion, which is he common si ua ion o me asu a- ces as well as me ama e ials based on esona ing pa icles, he ansmission coe ficien s h ough a sc een made o spli ings and i s complemen a y sc een ha e been compu ed in he ange om 15 o 65 THz. Thei uni cells and hei geome ical pa ame e s a e ully specified in Fig. 3. Fo (a), a spli ing o Ag is embedded in a laye o Si while ma e ials appea in e changed in (b). The plo s o Fig. 3 show he simula ed ansmission coe ficien s (solid lines) as well as he cu es de i ed om (3) (dashed lines) and (14) (do ed lines). I can be app ecia ed how he cu es ob ained wi h ou heo y by using (14) ag ee wi h he simula ions much be e han (3), which comes om con en ional Babine ’s p inciple. Once again, we can a gue ha o diagonal componen s o  , i.e., xy and yx , a e canceled ou because o he mi o symme y espec o he y-plane. As a las example, in o de o demons a e he alidi y o ou he- o y o cases ha p esen c oss-pola iza ion e ec s, we decided o o a e he p e ious spli ings by 45as shown a he op o Fig. 4.This figu e also shows he simula ed esul s (solid lines) as well as he cu es de i ed om (3) (dashed lines) and (14) (do ed lines) wi hin he ange be ween 15 and 65 THz. The diagonal componen s o he ans- mission ma ix xx and yy exac ly ma ch each o he because o he mi - o symme y espec o he diagonal di ec ion. Howe e , nei he he x-plane no he y-plane a e mi o planes, hus, in his case, a non- ze o esponse is obse ed o he o diagonal componen s xy and yx which, by he way, a e also equal one each o he . As in he p e ious FIG. 3. T ansmission coe ficien s (magni ude and phase) h ough wo di e en spli ing me asu aces made o sil e (Ag) and silicon (Si). The geome ical pa ame e s a e a¼250 nm, 0¼100 nm, g¼10 nm, w¼30 nm, and h¼25 nm. Plo s show simula ed esul s (solid lines) as well as cu es de i ed om (3) (dashed lines) and (14) (do ed lines). FIG. 4. T ansmission coe ficien s (magni ude and phase) h ough wo di e en spli ing me asu aces made o sil e (Ag) and silicon (Si), whe e he spli ings a e o i- en ed a 45 espec o he la ice axes. The geome ical pa ame e s a e a¼250 nm, 0¼100 nm, g¼10 nm, w¼30 nm, and h¼25 nm. Plo s show sim- ula ed esul s (solid lines) as well as cu es de i ed om (3) (dashed lines) and (14) (do ed lines). FIG. 2. T ansmission coe ficien s (magni ude and phase) h ough wo di e en pa - allel s ip g a ings made o sil e (Ag) and silicon (Si). Thei uni cells a e shown on op whe e he geome ical pa ame e s a e w1¼50 nm, w2¼10 nm, and h¼25 nm. Plo s show simula ed esul s (solid lines) as well as cu es de i ed om (3) (dashed lines) and (14) (do ed lines). Applied Physics Le e s ARTICLE sci a ion.o g/jou nal/apl Appl. Phys. Le . 119, 161103 (2021); doi: 10.1063/5.0065724 119, 161103-4 Published unde an exclusi e license by AIP Publishing 04 June 2025 14:00:05 examples, ou heo y summa ized in (14) app oaches he simula ions be e han (3) (con en ional Babine ’s p inciple). In conclusion, we ha e ex ensi ely analyzed he concep o com- plemen a i y and he applicabili y o Babine ’s p inciple o plasmonic me asu aces. The defini ion o complemen a y sc eens is gene alized in such a way ha he con en ional defini ion, in ol ing only he in e change o wo ma e ials, is con ained as a pa icula case. This analysis leads o an ex ension o Babine ’s p inciple summa ized in (14). We nume ically demons a ed ha ou heo y ep esen s a sub- s an ial imp o emen o h ee di e en geome ies. Aside om ha , we eel ha i is qui e gene al and can be applied o o he complemen- a y plasmonic me asu aces ope a ing in he op ical ange. Fu he mo e, he ela ion be ween complemen a y impedances shown in (11) may find applica ions o designing complemen a y nanoci - cui s and nanoan ennas ope a ing in he in a ed ange. This will be explo ed in an upcoming wo k. See he supplemen a y ma e ial o in o ma ion ela ed o he chance o eco e ing he alidi y o con en ional Babine ’s p inciple o o mula (3) by choosing a sui able hickness o which K1ina wide ange o equencies. This wo k has been suppo ed by he Minis e io de Ciencia e Inno aci on wi h EU FEDER Funds (P ojec No. TEC2017-84724- P), by he Colombian Go e nmen h ough COLCIENCIAS (P ojec No. 1101-521-29389), and he Uni e sidad de San Buena en u a (P ojec No. CBI013-012-2018). DATA AVAILABILITY The da a ha suppo he findings o his s udy a e a ailable om he co esponding au ho upon easonable eques . REFERENCES 1 Y. Zhao and A. 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