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Biodiversity knowledge extraction techniques (BioKET)

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HAL Id: tel-01166027

https://tel.archives-ouvertes.fr/tel-01166027

Submitted on 22 Jun 2015

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Biodiversity knowledge extraction techniques (BioKET)

Somsack Inthasone

To cite this version:

Somsack Inthasone. Biodiversity knowledge extraction techniques (BioKET). Other [cs.OH]. Univer-sité Nice Sophia Antipolis, 2015. English. �NNT : 2015NICE4013�. �tel-01166027�

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❯◆■❱❊❘❙■❚➱ ❉❊ ◆■❈❊ ✲ ❙❖P❍■❆ ❆◆❚■P❖▲■❙

➱❈❖▲❊ ❉❖❈❚❖❘❆▲❊ ❙❚■❈

❙❈■❊◆❈❊❙ ❊❚ ❚❊❈❍◆❖▲❖●■❊❙ ❉❊ ▲✬■◆❋❖❘▼❆❚■❖◆ ❊❚ ❉❊ ▲❆ ❈❖▼▼❯◆■❈❆❚■❖◆

❚ ❍ ➮ ❙ ❊

♣♦✉r ♦❜t❡♥✐r ❧❡ t✐tr❡ ❞❡

❉♦❝t❡✉r ❡♥ ❙❝✐❡♥❝❡s

❞❡ ❧✬❯♥✐✈❡rs✐té ❞❡ ◆✐❝❡ ✲ ❙♦♣❤✐❛ ❆♥t✐♣♦❧✐s

▼❡♥t✐♦♥ ✿ ❈♦♠♣✉t❡r ❙❝✐❡♥❝❡

Prés❡♥té❡ ❡t s♦✉t❡♥✉❡ ♣❛r

❙♦♠s❛❝❦ ■◆❚❍❆❙❖◆❊

❇✐♦❞✐✈❡rs✐t② ❑♥♦✇❧❡❞❣❡

❊①tr❛❝t✐♦♥ ❚❡❝❤♥✐q✉❡s ✭❇✐♦❑❊❚✮

❚❤és❡ ❞✐r✐❣é❡ ♣❛r

◆✐❝♦❧❛s P❆❙◗❯■❊❘ ❡t ❆♥❞r❡❛ ●✳ ❇✳ ❚❊❚❚❆▼❆◆❩■

s♦✉t❡♥✉❡ ❧❡ ✷ ❛✈r✐❧ ✷✵✶✺ ❏✉r② ✿ ❘❛♣♣♦rt❡✉rs ✿ ❉❛r✐♦ ▼❆▲❈❍■❖❉■ ✲ ❯♥✐✈❡rs✐t② ♦❢ ▼✐❧❛♥✱ ■t❛❧② ❊♥❣❡❧❜❡rt ▼❊P❍❯ ◆●❯■❋❖ ✲ ❇❧❛✐s❡ P❛s❝❛❧ ❯♥✐✈❡rs✐t②✱ ❋r❛♥❝❡ P❛tr✐❝❦ ❈❖◗❯■▲❆❘❉ ✲ ■◆❘❆✲P❆❈❆✱ ❯◆❙ ❈◆❘❙ ❊①❛♠✐♥❛t❡✉rs ✿ ❋r❡❞❡r✐❝ P❘❊❈■❖❙❖ ✲ ■✸❙✱ ❯◆❙ ❈◆❘❙ ❉✐r❡❝t❡✉rs ✿ ◆✐❝♦❧❛s P❆❙◗❯■❊❘ ✲ ■✸❙✱ ❯◆❙ ❈◆❘❙ ❆♥❞r❡❛ ●✳ ❇✳ ❚❊❚❚❆▼❆◆❩■ ✲ ■✸❙✱ ❯◆❙ ❈◆❘❙ ■♥✈✐té ✿ ❈é❧✐❛ ❉❆ ❈❖❙❚❆ P❊❘❊■❘❆ ✲ ■✸❙✱ ❯◆❙ ❈◆❘❙

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❛❝❦♥♦✇❧❡❞❣♠❡♥ts

❋✐rst ♦❢ ❛❧❧✱ ■ ✇♦✉❧❞ ❧✐❦❡ t♦ t❛❦❡ t❤✐s ♦♣♣♦rt✉♥✐t② t♦ ❡①♣r❡ss ♠② ❞❡❡♣❡st ❣r❛t✐t✉❞❡ t♦ t❤❡ ❛❞✈✐s❡r ❛♥❞ ❝♦✲❛❞✈✐s❡rs✱ ◆✐❝♦❧❛s P❆❙◗❯■❊❘✱ ❆♥❞r❡❛ ●✳ ❇✳ ❚❊❚❚❆▼❆◆❩■ ❛♥❞ ❈é❧✐❛ ❉❆ ❈❖❙❚❆ P❊❘❊■❘❆✱ ✇✐t❤ t❤❡✐r ❣r❡❛t ❛❞✈✐❝❡ ❛♥❞ ❝♦♥tr✐❜✉t✐♦♥s ✇❡r❡ ❛❜❧❡ t♦ ❝♦♥❞✉❝t t❤✐s r❡s❡❛r❝❤ s✉❝❝❡❡❞❡❞✳ ■ ❛♠ ❡s♣❡❝✐❛❧❧② ❣r❛t❡❢✉❧ t♦ Pr♦❢✳ ❉❛r✐♦ ▼❆▲❈❍■❖❉■✱ ❊♥❣❡❧❜❡rt ▼❊P❍❯ ◆●❯■❋❖ ❛♥❞ P❛tr✐❝❦ ❈❖◗❯■▲❆❘❉ ✇❤♦ s♣❡♥t t❤❡ t✐♠❡ t♦ r❡✈✐❡✇ ♠② ✇♦r❦✳ ■ ✇♦✉❧❞ ❧✐❦❡ t♦ ❛❝❦♥♦✇❧❡❞❣❡ ❛♣♣r❡❝✐❛t✐✈❡❧② t❤❡ ❤❡❧♣ ❛♥❞ s✉♣♣♦rts ♦❢ t❤❡ ❢♦❧❧♦✇✐♥❣ ♣❡♦♣❧❡ ❞✉r✐♥❣ ♠② P❤❉ r❡s❡❛r❝❤✿ ⊙ Pr♦❢✳ ▼❛r❝ ❛♥❞ ❋r❛♥❝✐♥❡ ❉■❊◆❊❘✱ t❤❡ ❊▼▼❆ ❝♦♦r❞✐♥❛t♦r ❛♥❞ ❤♦st s✉♣❡r✈✐s♦rs✳ ⊙ ▲❛♦ ❜♦t❛♥✐sts✴❤♦♠❡ s✉♣❡r✈✐s♦rs✿ ❙♦♠❝❤❛♥❤ ❇❖❯◆P❍❆◆▼❨ ❛♥❞ ❱✐❝❤✐t❤ ▲❆▼❳❆❨✳ ⊙ ❘❡❣✐♥❡ ❙❆❊▲❊◆❙ t❤❡ s❡❝r❡t❛r② ♦❢ ❊❝♦❧❡ ❉♦❝t♦r❛❧❡ ❙❚■❈ ❛♥❞ Pr♦❢✳ ❇❡r♥♦t ●■▲▲❊❙ t❤❡ ■✸❙ ❞✐r❡❝t♦r✳ ⊙ ▼✐♥❉ t❡❛♠ ❧❡❛❞❡r ❛♥❞ s❡❝r❡t❛r②✿ Pr♦❢✳ ❋r❡❞❡r✐❝ P❘❊❈■❖❙❖ ❛♥❞ ▼❛❣❛❧✐ ❘■❈❍■❘✳ ⊙ ▼② ❢❛♠✐❧② ❢♦r ❛❧❧ t❤❡✐r ❡♥❝♦✉r❛❣❡♠❡♥t✳ ❙♣❡❝✐❛❧ t❤❛♥❦s t♦✿ ⊙ ❊r❛s♠✉s ▼✉♥❞✉s ▼♦❜✐❧✐t② ✇✐t❤ ❆s✐❛ ✭❊▼▼❆✮ Pr♦❣r❛♠♠❡✳ ⊙ ❚❤❡ ■♥st✐t✉t❡ ♦❢ ❚r❛❞✐t✐♦♥❛❧ ▼❡❞✐❝✐♥❡ ❛t ▼✐♥✐str② ♦❢ P✉❜❧✐❝ ❍❡❛❧t❤✱ ❋❛❝✉❧t② ♦❢ ◆❛t✉r❛❧ ❙❝✐❡♥❝❡s ❛♥❞ ❋❛❝✉❧t② ♦❢ ❋♦r❡str② ❛t ◆❛t✐♦♥❛❧ ❯♥✐✈❡rs✐t② ♦❢ ▲❛♦s✳ ⊙ ❯♥✐✈❡rs✐té ❞❡ ◆✐❝❡ ✲ ❙♦♣❤✐❛ ❆♥t✐♣♦❧✐s✱ ❊❝♦❧❡ ❉♦❝t♦r❛❧❡ ❙❚■❈✱ ▲❛❜♦r❛t♦✐r❡ ❞✬■♥❢♦r♠❛t✐q✉❡✱ ❙✐❣♥❛✉① ❡t ❙②stè♠❡s ❞❡ ❙♦♣❤✐❛✲❆♥t✐♣♦❧✐s ✭■✸❙✮ ✲ ❯▼❘✼✷✼✶ ✲ ❯◆❙ ❈◆❘❙✳ ❙♦♠s❛❝❦ ■◆❚❍❆❙❖◆❊ ❯♥✐✈❡rs✐té ❞❡ ◆✐❝❡ ✲ ❙♦♣❤✐❛ ❆♥t✐♣♦❧✐s ❆♣r✐❧ ✷✱ ✷✵✶✺

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❈♦♥t❡♥ts

✶ ■♥tr♦❞✉❝t✐♦♥ ✶ ✶✳✶ Pr♦❜❧❡♠ ❛♥❞ ▼♦t✐✈❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶ ✶✳✷ ❖❜❥❡❝t✐✈❡ ❛♥❞ ❙❝♦♣❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷ ✶✳✸ ❈♦♥tr✐❜✉t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸ ✶✳✹ ❙tr✉❝t✉r❡ ♦❢ t❤❡s✐s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹ ✷ ❇❛❝❦❣r♦✉♥❞ ❛♥❞ ❘❡❧❛t❡❞ ❲♦r❦ ✺ ✷✳✶ ❇✐♦❞✐✈❡rs✐t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺ ✷✳✶✳✶ ❊♥✈✐r♦♥♠❡♥t❛❧ ■ss✉❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼ ✷✳✶✳✷ ❚♦♣✐❝s ❛♥❞ ❈❤❛❧❧❡♥❣❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵ ✷✳✷ ❘❡s♦✉r❝❡s ❛♥❞ ❚❡❝❤♥♦❧♦❣✐❡s ❢♦r ❇✐♦❞✐✈❡rs✐t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸ ✷✳✷✳✶ ❘❡s♦✉r❝❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸ ✷✳✷✳✷ ❚❡❝❤♥♦❧♦❣✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺ ✷✳✸ ❉❛t❛ ▼✐♥✐♥❣ ❢♦r ❇✐♦❞✐✈❡rs✐t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽ ✷✳✸✳✶ ❉❛t❛ ▼✐♥✐♥❣ ❈♦♥❝❡♣t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽ ✷✳✸✳✷ ❚❡❝❤♥✐q✉❡s ❛♥❞ ❆♣♣❧✐❝❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵ ✷✳✹ ❉❛t❛ ■♥t❡❣r❛t✐♦♥ ❛♥❞ ❉❛t❛ ❲❛r❡❤♦✉s❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻ ✷✳✹✳✶ ❉❛t❛ ■♥t❡❣r❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻ ✷✳✹✳✷ ❉❛t❛ ❲❛r❡❤♦✉s❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽ ✸ ❇✐♦❑❊❚ ❉❛t❛ ❲❛r❡❤♦✉s❡ ✸✷ ✸✳✶ ❇✐♦❑❊❚ ❉❛t❛ ❲❛r❡❤♦✉s❡ ▼♦❞❡❧ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✷ ✸✳✷ ❇✐♦❑❊❚ P❧❛♥t ❉❛t❛ ■♥t❡❣r❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✷ ✸✳✸ ❇✐♦❑❊❚ ●❡♦s♣❛t✐❛❧ ❉❛t❛ ■♥t❡❣r❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✽ ✸✳✹ ❇✐♦❑❊❚ ❉❛t❛ ❱✐s✉❛❧✐③❛t✐♦♥ ♦♥ ●❡♦❈❆❚ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✵ ✸✳✺ ❇✐♦❑❊❚ P❧❛♥t ❖♥t♦❧♦❣② ▼❛♣♣✐♥❣ ❈♦♥❝❡♣t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✵ ✹ ❊①♣❡r✐♠❡♥ts ❛♥❞ ❘❡s✉❧ts ✹✺ ✹✳✶ ❊①♣❡r✐♠❡♥t❛t✐♦♥ ❉❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✺ ✹✳✷ ❋r❡q✉❡♥t P❛tt❡r♥s ❊①tr❛❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✻ ✹✳✸ ❊①♣❡r✐♠❡♥t❛❧ ❘❡s✉❧ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✽ ✹✳✹ ❊①tr❛❝t❡❞ P❛tt❡r♥s ❊✈❛❧✉❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ ✺ ❈♦♥❝❧✉s✐♦♥s ❛♥❞ ❋✉rt❤❡r ❲♦r❦ ✺✹ ✺✳✶ ❈♦♥❝❧✉s✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✹ ✺✳✷ ❋✉rt❤❡r ❲♦r❦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✺ ❆ ❘❡s♦✉r❝❡s ❛♥❞ ❖♥t♦❧♦❣② ❉♦♠❛✐♥s ✻✵ ❆✳✶ ❇✐♦❞✐✈❡rs✐t② ❛♥❞ ❊♥✈✐r♦♥♠❡♥t ❘❡s♦✉r❝❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✵ ❆✳✷ ❉❡✜♥✐t✐♦♥s ♦❢ ❖♥t♦❧♦❣② ❉♦♠❛✐♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✷

(7)

✐✐ ❈♦♥t❡♥ts ❇ ▲✐st ♦❢ ❖♥t♦❧♦❣✐❡s ✻✻ ❈ ❇✐♦❑❊❚ ❉❲✿ ❙◗▲ ❛♥❞ ❱❇❆ ❙❝r✐♣ts ✼✵ ❉ ❇✐♦❑❊❚ ❉❲✿ ❉❛t❛ ❉✐❝t✐♦♥❛r② ✽✷ ❊ ❇✐♦❑❊❚ ❉❲ ❙tr✉❝t✉r❡✿ ❊♥t✐t✐❡s ✾✶ ❇✐❜❧✐♦❣r❛♣❤② ✶✶✺

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▲✐st ♦❢ ❋✐❣✉r❡s

✶✳✶ ▼❛✐♥ ♣❤❛s❡s ♦❢ ❛ ❞❛t❛ ♠✐♥✐♥❣ ♣r♦❝❡ss✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸ ✷✳✶ ❚②♣❡s ♦❢ ❞✐✈❡rs✐t②✿ ●❡♥❡t✐❝ ✭✐♥♥❡r✮✱ ❙♣❡❝✐❡s ✭♠✐❞❞❧❡✮✱ ❛♥❞ ❊❝♦s②st❡♠ ✭♦✉t❡r✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻ ✷✳✷ ❆ ❜r✐❡❢ ❞❡s❝r✐♣t✐♦♥ ♦❢ ❡❝♦s②st❡♠ s❡r✈✐❝❡s ❬✷✵✶✸❦❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽ ✷✳✸ ❚❤❡ r✐s❦ st❛t✉s ♦❢ s♣❡❝✐❡s ✐♥ ❡❛❝❤ t❛①♦♥♦♠✐❝ ❣r♦✉♣ ❬✷✵✶✸❦❪ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ✷✳✹ ❘❡❧❛t✐♦♥s❤✐♣s ❛♠♦♥❣ ❜✐♦❞✐✈❡rs✐t②✱ ❤✉♠❛♥✱ s♦❝✐❡t②✱ ❡♥✈✐r♦♥♠❡♥t✱ ❡❝♦✲ ♥♦♠✐❝s ❛♥❞ t♦✉r✐s♠✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ✷✳✺ ❆t♠♦s♣❤❡r✐❝ CO2 ❝♦♥❝❡♥tr❛t✐♦♥ ❢r♦♠ ▼❛r❝❤ ✶✾✺✽ t♦ ❙❡♣t❡♠❜❡r ✷✵✶✸ ❬✷✵✶✸❤❪✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶ ✷✳✻ ❲♦r❧❞ ❤✉♠❛♥ ♣♦♣✉❧❛t✐♦♥ ♣r♦❥❡❝t✐♦♥s ❛❝❝♦r❞✐♥❣ t♦ t❤r❡❡ s❝❡♥❛r✐♦s ✭❧♦✇❡r✱ ♠❡❞✐✉♠ ❛♥❞ ❤✐❣❤❡r ❣r♦✇t❤ r❛t❡s✮ ❢♦r ♣❡r✐♦❞ ✶✾✺✵✲✷✸✵✵ ❬✷✵✵✹②❪ ✶✷ ✷✳✼ ❆ ❝❧❛ss✐✜❝❛t✐♦♥ ❞✐❛❣r❛♠ ♦❢ ❜✐♦❞✐✈❡rs✐t② ❛♥❞ ❡♥✈✐r♦♥♠❡♥t❛❧ ✐♥❢♦r♠❛t✐♦♥ ✶✹ ✷✳✽ ❖♥t♦❧♦❣✐❝❛❧ r❡❧❛t✐♦♥s❤✐♣s ❜❡t✇❡❡♥ ♦❜❥❡❝ts ♦❢ ♣❧❛♥t str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✶✼ ✷✳✾ ❱✐s✉❛❧✐③❛t✐♦♥ t❤r♦✉❣❤ t❤❡ ❇✐♦P♦rt❛❧✿ r❡s✉❧ts ❢♦r t❤❡ s❡❛r❝❤ t❡r♠ ❵♦❜❧♦♥❣✬ ✶✾ ✷✳✶✵ ❇r♦✇s❡ t❤❡ t❡r♠ ❵♦❜❧♦♥❣✬ ❜② t❡r♠ ■❉ ❵P❆❚❖❴✵✵✵✾✹✻✬ ✐♥ ❖♥t♦❜❡❡ ✳ ✳ ✷✵ ✷✳✶✶ ❆♥ ✐❧❧✉str❛t✐♦♥ ♦❢ t❤❡ t❤r❡❡ ♠❛✐♥ ♣❤❛s❡s ♦❢ ❛ ❞❛t❛ ♠✐♥✐♥❣ ♣r♦❝❡ss ✳ ✳ ✷✶ ✷✳✶✷ ❉❛t❛ ♠✐♥✐♥❣ t❡❝❤♥✐q✉❡s ❛♥❞ ❜✐♦❞✐✈❡rs✐t② ❛♣♣❧✐❝❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✹ ✷✳✶✸ ❆ ❞❛t❛ ♠✐♥✐♥❣ ❛♣♣r♦❛❝❤ ❢♦r ✐♥t❡❣r❛t✐♥❣ ❦♥♦✇❧❡❞❣❡ ❜❛s❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻ ✷✳✶✹ ❆ ❝❧❛ss✐❝❛❧ ❞❛t❛ ✐♥t❡❣r❛t✐♦♥ ♣r♦❝❡ss ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼ ✷✳✶✺ ❆♥ ♦✈❡r✈✐❡✇ ❛♥❞ ♣❡rs♣❡❝t✐✈❡ ♦❢ ❞❛t❛ ✇❛r❡❤♦✉s❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽ ✷✳✶✻ ❆ t②♣✐❝❛❧ ♣❡rs♣❡❝t✐✈❡ ♦❢ ❞❛t❛ ✇❛r❡❤♦✉s❡ ❛r❝❤✐t❡❝t✉r❡ ❬▼❛❧✐♥♦✇s❦✐ ✷✵✵✾❪ ✷✾ ✷✳✶✼ ❆♥ ♦✈❡r✈✐❡✇ ♦❢ t②♣✐❝❛❧ r❡❧❛t✐♦♥❛❧ ❞❛t❛❜❛s❡ ❞❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✵ ✷✳✶✽ ❆♥ ♦✈❡r✈✐❡✇ ♦❢ ❙t❛r ❏♦✐♥ ✭❧❡❢t✮ ❛♥❞ ❙♥♦✇✢❛❦❡ ✭r✐❣❤t✮ s❝❤❡♠❛s ✳ ✳ ✳ ✳ ✸✵ ✸✳✶ ❆ s♣❡❝✐❡s ❞❡s❝r✐♣t✐♦♥ ❝♦♥t❛✐♥s ❛ ✈❛r✐❡t② ♦❢ ✐♥❢♦r♠❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✸ ✸✳✷ ❚❤❡ ❇✐♦❑❊❚ ❞❛t❛ ✇❛r❡❤♦✉s❡ ❊❘ s❝❤❡♠❛ ✭✻✶ ❡♥t✐t✐❡s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✹ ✸✳✸ ❆♥ ♦✈❡r✈✐❡✇ ♦❢ t❤❡ ❇✐♦❑❊❚ ❤❡t❡r♦❣❡♥❡♦✉s ❞❛t❛ ✐♥t❡❣r❛t✐♦♥ ♣r♦❝❡ss ✳ ✸✼ ✸✳✹ ❚❤✐rt❡❡♥ ♣❛rt✐t✐♦♥s ♦❢ ❛ r❡❣✐♦♥✴❛r❡❛ ♦♥ t❤❡ ❡❛rt❤ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✾ ✸✳✺ ❚❤❡ ✇♦r❧❞ r❡❣✐♦♥❛❧ ❤✐❡r❛r❝❤② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✵ ✸✳✻ ❚❤❡ ❇✐♦❑❊❚ ❞❛t❛ ✈✐s✉❛❧✐③❛t✐♦♥ ♦♥ t❤❡ ●❡♦❈❆❚ ♣❧❛t❢♦r♠ ✳ ✳ ✳ ✳ ✳ ✳ ✹✷ ✸✳✼ ❚❤❡ ❇✐♦❑❊❚ ♣❧❛♥t ♦♥t♦❧♦❣② ♠❛♣♣✐♥❣ ♣r♦❝❡ss ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✷ ✸✳✽ ❚❤❡ ❇✐♦❑❊❚ ♣❧❛♥t ♦♥t♦❧♦❣② ♠❛♣♣✐♥❣ ❝♦♥❝❡♣t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✸ ✹✳✶ ❚❤❡ ❇✐♦❑❊❚ ❞❛t❛s❡t s❝❤❡♠❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✻ ✹✳✷ ❆♥ ❡①❛♠♣❧❡ ❝♦♥❝❡♣t ❧❛tt✐❝❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✽ ✹✳✸ ❇✐♦❑❊❚ ❡①♣❡r✐♠❡♥ts✿ ❡①❡❝✉t✐♦♥ t✐♠❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ ✹✳✹ ❇✐♦❑❊❚ ❡①♣❡r✐♠❡♥ts✿ ♥✉♠❜❡r ♦❢ r✉❧❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ ✹✳✺ ❇✐♦❑❊❚ ❡①♣❡r✐♠❡♥ts✿ ♠❡♠♦r② ✉s❛❣❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✵ ✹✳✻ ◆✉♠❜❡r ♦❢ ♣❛tt❡r♥s ❣❡♥❡r❛t❡❞ ❜② ❚❋■❙❚ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✵

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✐✈ ▲✐st ♦❢ ❋✐❣✉r❡s ✺✳✶ ❚❤❡ ❇✐♦❑❊❚ P❧❛♥t ❘❡❝♦❣♥✐t✐♦♥ ❙②st❡♠ ❝♦♥❝❡♣t✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✻ ✺✳✷ ❯s❡ ❝❛s❡ ✶ ♦❢ t❤❡ ♣❧❛♥t r❡❝♦❣♥✐t✐♦♥ ✇♦r❦✢♦✇ ✭♣♦s✐t✐✈❡ ♠❛t❝❤✮ ✳ ✳ ✳ ✳ ✺✼ ✺✳✸ ❯s❡ ❝❛s❡ ✷ ♦❢ t❤❡ ♣❧❛♥t r❡❝♦❣♥✐t✐♦♥ ✇♦r❦✢♦✇ ✭♥♦ ♣♦s✐t✐✈❡ ♠❛t❝❤✮ ✳ ✳ ✺✼ ✺✳✹ ❯s❡ ❝❛s❡ ✸ ♦❢ t❤❡ ♣❧❛♥t r❡❝♦❣♥✐t✐♦♥ ✇♦r❦✢♦✇ ✭s❡✈❡r❛❧ ♣♦s✐t✐✈❡ ♠❛t❝❤❡s✮ ✺✽ ✺✳✺ ❚✇♦ ♣♦ss✐❜❧❡ s♦❧✉t✐♦♥s t♦ ❝♦♠♣✉t❡ s♣❡❝✐✜❝ ❝♦♦r❞✐♥❛t❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✾

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▲✐st ♦❢ ❚❛❜❧❡s

✸✳✶ ❇■❖❚■❑ ✜❡❧❞ ❡❧❡♠❡♥ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✺ ✸✳✷ ❇❘❆❍▼❙ ✜❡❧❞ ❡❧❡♠❡♥ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✻ ✸✳✸ ◆❆P■❙ ✜❡❧❞ ❡❧❡♠❡♥ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✼ ✸✳✹ ❇♦✉♥❞✐♥❣ ❇♦① ❝♦♠♣✉t❛t✐♦♥s ❢♦r ❡❛❝❤ ♣❛rt✐t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✾ ✸✳✺ ●❡♦❈❆❚ ❞❛t❛ t❡♠♣❧❛t❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✶ ✹✳✶ ❚❤❡ ❝♦rr❡❧❛t✐♦♥ ♦❢ t❤r❡❛t❡♥❡❞ ♣❧❛♥t st❛t✉s ❛♥❞ ♣❧❛♥t ❢❡❛t✉r❡s ✳ ✳ ✳ ✳ ✺✸ ✹✳✷ ❚❤❡ ❝♦rr❡❧❛t✐♦♥ ♦❢ t❤r❡❛t❡♥❡❞ ♣❧❛♥t st❛t✉s✱ ♣❧❛♥t ❧♦❝❛t✐♦♥ ❛♥❞ ❢❡❛t✉r❡s ✺✸ ❇✳✶ ❚♦♣✲❧❡✈❡❧ ♦♥t♦❧♦❣✐❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✻ ❇✳✷ ❉♦♠❛✐♥✲❧❡✈❡❧ ♦♥t♦❧♦❣✐❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✻ ❇✳✸ ❆♣♣❧✐❝❛t✐♦♥✲❧❡✈❡❧ ♦♥t♦❧♦❣✐❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✽ ❉✳✶ ❙♣❡❝✐❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✷ ❉✳✷ ●❡♦❙♣❛t✐❛❧✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✷ ❉✳✸ ❘✐s❦ ❙t❛t✉s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✷ ❉✳✹ ❘✐s❦ ❈r✐t❡r✐❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ❉✳✺ ❘❴❙❴❙♦✉r❝❡ ✭❘✐s❦ ❙t❛t✉s ❙♦✉r❝❡s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ❉✳✻ ❋❛♠✐❧② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ❉✳✼ ●❡♥✉s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ❉✳✽ ❍❛❜✐t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ❉✳✾ ❚r✉♥❦❇❛r❦ ✭❚r✉♥❦ ❛♥❞ ❇❛r❦✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ❉✳✶✵ ❇❇❚ ✭❇r❛♥❝❤❡s ❛♥❞ ❇r❛♥❝❤❧❡ts ♦r ❚✇✐❣s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ❉✳✶✶ ▲❡❛✈❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ❉✳✶✷ ■◆❋▲ ✭■♥✢♦r❡s❝❡♥❝❡s ♦r ✢♦✇❡rs✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ❉✳✶✸ ❋r✉✐t ❙❡❡❞s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ❉✳✶✹ ❍❆❊❈ ✭❍❛❜✐t❛t ❊❝♦❧♦❣②✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ❉✳✶✺ ❊①✉❞❛t❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ❉✳✶✻ ❈❤❛r❛❝t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ❉✳✶✼ ❇❛s✐♦♥②♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ❉✳✶✽ ❈♦❧❧❡❝t♦rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✺ ❉✳✶✾ ❈♦♠♠♦♥ ◆❛♠❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✺ ❉✳✷✵ ❉✐str✐❜✉t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✺ ❉✳✷✶ ▲♦❝❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✺ ❉✳✷✷ ❈♦✉♥tr② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✺ ❉✳✷✸ ■❯❈◆ ❘❡❞▲✐st✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ❉✳✷✹ ❙♣❡❝✐♠❡♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ❉✳✷✺ ▲♦❝❛❧ ◆❛♠❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ❉✳✷✻ ■♠❛❣❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ❉✳✷✼ ❙♣❡❝✐❡s ◆♦t❡s ✭s♣◆♦t❡s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻

(11)

✈✐ ▲✐st ♦❢ ❚❛❜❧❡s ❉✳✷✽ P❧❛♥t ❉❡s❝r✐♣t✐♦♥ ✭P❧❛♥t❉❡s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ❉✳✷✾ ▲✐t❡r❛t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ❉✳✸✵ ❘◆❯ ✭❘❡♠❛r❦s✴◆♦t❡s✴❯s❡s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼ ❉✳✸✶ ❙❡❡❞s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼ ❉✳✸✷ ❚r❡❛t♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼ ❉✳✸✸ ❈♦❧❧❡❝t✐♦♥ ❉❛t❡s ✭❈♦❧❧❉❛t❡s✮✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼ ❉✳✸✹ ❆✉t❤♦rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼ ❉✳✸✺ ❙②♥♦♥②♠s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼ ❉✳✸✻ ❙♣❡❝✐❡s❴❆✉t❤♦rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✸✼ ❙♣❡❝✐❡s❴❈♦❧❧❡❝t♦rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✸✽ ❙♣❡❝✐❡s❴❙❡❡❞s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✸✾ ❙♣❡❝✐❡s❴▲✐t❡r❛t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✹✵ ❙♣❡❝✐❡s❴❘◆❯ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✹✶ ❙♣❡❝✐❡s❴❉✐str✐❜✉t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✹✷ ❙♣❡❝✐❡s❴❍❆❊❈ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✹✸ ❙♣❡❝✐❡s❴❋r✉✐t❙❡❡❞s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✹✹ ❙♣❡❝✐❡s❴■◆❋▲✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ❉✳✹✺ ❙♣❡❝✐❡s❴▲❡❛✈❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✹✻ ❙♣❡❝✐❡s❴❊①✉❞❛t❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✹✼ ❙♣❡❝✐❡s❴❇❇❚ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✹✽ ❙♣❡❝✐❡s❴❚r✉♥❦❇❛r❦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✹✾ ❙♣❡❝✐❡s❴❍❛❜✐t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✺✵ ❙♣❡❝✐❡s❴❈❤❛r❛❝t❡rs✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✺✶ ❙♣❡❝✐❡s❴❙②♥♦♥②♠s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✺✷ ❙♣❡❝✐❡s❴P❧❛♥t❉❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✺✸ ❙♣❡❝✐❡s❴s♣◆♦t❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ❉✳✺✹ ❙♣❡❝✐❡s❴❈♦♠♠♦♥◆❛♠❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ❉✳✺✺ ❙♣❡❝✐❡s❴▲♦❝❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ❉✳✺✻ ❙♣❡❝✐❡s❴❇❛s✐♦♥②♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ❉✳✺✼ ❙♣❡❝✐❡s❴▲♦❝❛❧◆❛♠❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ❉✳✺✽ ❙♣❡❝✐❡s❴❙♣❡❝✐♠❡♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ❉✳✺✾ ❋❛♠✐❧②❴●❡♥✉s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ❉✳✻✵ ❙♣❡❝✐❡s❴❚r❡❛t♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ❉✳✻✶ ❙♣❡❝✐❡s❴●❡♦❙♣❛t✐❛❧ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵

(12)

▲✐st✐♥❣s

❈✳✶ ❇✐♦❑❊❚ ❉❲✿ ◗✉❡r② ❙❝r✐♣ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✵ ❈✳✷ ❇✐♦❑❊❚ ❉❲✿ ❈♦♥✈❡rt ❛♥ ❍❚▼▲ t♦ ❛ s♣r❡❛❞s❤❡❡t ❢♦r♠❛t ✳ ✳ ✳ ✳ ✳ ✳ ✼✹ ❈✳✸ ❇✐♦❑❊❚ ❉❲✿ ❘❡❛❞ ❛♥❞ ❙❛✈❡ ❛ ♣❛rt✐❛❧ ❞❛t❛ ❢r♦♠ s♣r❡❛❞s❤❡❡t ✜❧❡s✳ ✳ ✼✺ ❈✳✹ ❇✐♦❑❊❚ ❉❲✿ ❊①tr❛❝t ❝♦♦r❞✐♥❛t❡s ❢r♦♠ ●♦♦❣❧❡ ▼❛♣s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✻ ❈✳✺ ❇✐♦❑❊❚ ❉❲✿ ❊①tr❛❝t ●♦♦❣❧❡ ❇♦✉♥❞✐♥❣ ❇♦① ❝♦♦r❞✐♥❛t❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✼ ❈✳✻ ❇✐♦❑❊❚ ❉❲✿ ❆✉t♦ ❈❤❡❝❦❡r ❙❝r✐♣t ❢♦r ❖♥t♦❧♦❣② ♠❛♣♣✐♥❣ ✳ ✳ ✳ ✳ ✳ ✳ ✼✾ ❊✳✶ ❇✐♦❑❊❚ ❉❲ ❙tr✉❝t✉r❡✿ ❚❛❜❧❡s ❛♥❞ ❱✐❡✇s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✶

(13)
(14)

❚❡❝❤♥✐q✉❡s ❞✬❊①tr❛❝t✐♦♥ ❞❡ ❈♦♥♥❛✐ss❛♥❝❡s ❡♥ ❇✐♦❞✐✈❡rs✐té ❘és✉♠é ✿ ▲❡s ❞♦♥♥é❡s s✉r ❧❛ ❜✐♦❞✐✈❡rs✐té s♦♥t ❣é♥ér❛❧❡♠❡♥t r❡♣rés❡♥té❡s ❡t st♦❝❦é❡s ❞❛♥s ❞✐✛ér❡♥ts ❢♦r♠❛ts✳ ❈❡❧❛ r❡♥❞ ❞✐✣❝✐❧❡ ♣♦✉r ❧❡s ❜✐♦❧♦❣✐st❡s ❧❡✉r ❛❣ré❣❛✲ t✐♦♥ ❡t ❧❡✉r ✐♥té❣r❛t✐♦♥ ❛✜♥ ❞✬✐❞❡♥t✐✜❡r ❡t ❞é❝♦✉✈r✐r ❞❡s ❝♦♥♥❛✐ss❛♥❝❡s ♣❡rt✐♥❡♥t❡s ❞❛♥s ❧❡ ❜✉t✱ ♣❛r ❡①❡♠♣❧❡✱ ❞❡ ❝❧❛ss❡r ❡✣❝❛❝❡♠❡♥t ❞❡s s♣é❝✐♠❡♥s✳ ◆♦✉s ♣rés❡♥t♦♥s ✐❝✐ ❧✬❡♥tr❡♣ôt ❞❡ ❞♦♥♥é❡s ❇✐♦❑❊❚ ✐ss✉ ❞❡ ❧❛ ❝♦♥s♦❧✐❞❛t✐♦♥ ❞❡ ❞♦♥♥é❡s ❤étér♦❣è♥❡s ❞❡ ❞✐✛ér❡♥t❡s s♦✉r❝❡s✳ ❆❝t✉❡❧❧❡♠❡♥t✱ ❧❡ ❝❤❛♠♣ ❞✬❛♣♣❧✐❝❛t✐♦♥ ❞❡ ❇✐♦❑❊❚ ❝♦♥❝❡r♥❡ ❧❛ ❜♦t❛♥✐q✉❡✳ ❙❛ ❝♦♥str✉❝t✐♦♥ ❛ ♥é❝❡ss✐té✱ ♥♦t❛♠♠❡♥t✱ ❞✬✐❞❡♥t✐✜❡r ❡t ❛♥❛❧②s❡r ❧❡s ♦♥t♦❧♦❣✐❡s ❡t ❜❛s❡s ❜♦t❛♥✐q✉❡s ❡①✐st❛♥t❡s ❛✜♥ ❞❡ st❛♥❞❛r❞✐s❡r ❡t ❧✐❡r ❧❡s ❞❡s❝r✐♣t❡✉rs ✉t✐❧✐sés ❞❛♥s ❇✐♦❑❊❚✳ ◆♦✉s ❛✈♦♥s é❣❛❧❡♠❡♥t ❞é✈❡❧♦♣♣é ✉♥❡ ♠ét❤♦❞♦❧♦❣✐❡ ♣♦✉r ❧❛ ❝♦♥str✉❝t✐♦♥ ❞❡ t❡r♠✐♥♦❧♦❣✐❡s t❛①♦♥♦♠✐q✉❡s✱ ♦✉ t❤és❛✉r✉s✱ à ♣❛rt✐r ❞✬♦♥t♦❧♦❣✐❡s ❞❡ ♣❧❛♥t❡s ❡t ❞✬✐♥❢♦r♠❛t✐♦♥s ❣é♦✲s♣❛t✐❛❧❡s ❢❛✐s❛♥t ❛✉t♦r✐té✳ ▲❡s ❞♦♥♥é❡s ❞❡ ❜✐♦❞✐✈❡rs✐té ❡t ❜♦t❛♥✐q✉❡ ❞❡ q✉❛tr❡ ❢♦✉r♥✐ss❡✉rs ♠❛❥❡✉rs ❡t ❞❡ ❞❡✉① s②stè♠❡s ❞✬✐♥❢♦r♠❛t✐♦♥s ❣é♦✲s♣❛t✐❛❧❡s ♦♥t été ✐♥té❣ré❡s ❞❛♥s ❇✐♦❑❊❚✳ ▲✬✉t✐❧✐té ❞✬✉♥ t❡❧ ❡♥tr❡♣ôt ❞❡ ❞♦♥♥é❡s ❛ été ❞é♠♦♥tré❡ ♣❛r ❧✬❛♣♣❧✐❝❛t✐♦♥ ❞❡ ♠ét❤♦❞❡s ❞✬❡①tr❛❝t✐♦♥ ❞❡ ♠♦❞è❧❡s ❞❡ ❝♦♥♥❛✐s✲ s❛♥❝❡s✱ ❜❛sé❡s s✉r ❧❡s ❛♣♣r♦❝❤❡s ❝❧❛ss✐q✉❡s ❆♣r✐♦r✐ ❡t ❞❡ ❧❛ ❢❡r♠❡t✉r❡ ❞❡ ●❛❧♦✐s✱ à ❞❡s ❡♥s❡♠❜❧❡s ❞❡ ❞♦♥♥é❡s ❣é♥éré❡s à ♣❛rt✐r ❞❡ ❇✐♦❑❊❚✳ ❊♥ ✉t✐❧✐s❛♥t ❝❡s ♠ét❤♦❞❡s✱ ❞❡s rè❣❧❡s ❞✬❛ss♦❝✐❛t✐♦♥ ❡t ❞❡s ❝❧✉st❡rs ❝♦♥❝❡♣t✉❡❧s ♦♥t été ❡①tr❛✐ts ♣♦✉r ❧✬❛♥❛❧②s❡ ❞❡s st❛t✉ts ❞❡ r✐sq✉❡ ❞❡ ♣❧❛♥t❡s ❡♥❞é♠✐q✉❡s ❛✉ ▲❛♦s ❡t ❡♥ ❆s✐❡ ❞✉ ❙✉❞✲❊st✳ ❊♥ ♦✉tr❡✱ ❇✐♦❑❊❚ ❡st ✐♥t❡r❢❛❝é ❛✈❡❝ ❞✬❛✉tr❡s ❛♣♣❧✐❝❛t✐♦♥s ❡t r❡ss♦✉r❝❡s✱ t❡❧ q✉❡ ❧✬♦✉t✐❧ ●❡♦❈❆❚ ♣♦✉r ❧✬é✈❛❧✉❛t✐♦♥ ❣é♦✲s♣❛t✐❛❧❡ ❞❡s ❢❛❝t❡✉rs ❞❡ r✐sq✉❡s✱ ❛✜♥ ❞❡ ❢♦✉r♥✐r ✉♥ ♦✉t✐❧ ❞✬❛♥❛❧②s❡ ♣❡r❢♦r♠❛♥t ♣♦✉r ❧❡s ❞♦♥♥é❡s ❞❡ ❜✐♦❞✐✈❡rs✐té✳ ▼♦ts ❝❧és ✿ ❇✐♦❞✐✈❡rs✐t②✱ ❉❛t❛ ▼✐♥✐♥❣✱ ❑♥♦✇❧❡❞❣❡ ■♥t❡❣r❛t✐♦♥✱ ❉❛t❛ ❲❛r❡❤♦✉s❡✱ ■♥❢♦r♠❛t✐♦♥ ❚❡❝❤♥♦❧♦❣②✱ ❖♥t♦❧♦❣✐❡s✳

(15)
(16)

❇✐♦❞✐✈❡rs✐t② ❑♥♦✇❧❡❞❣❡ ❊①tr❛❝t✐♦♥ ❚❡❝❤♥✐q✉❡s ✭❇✐♦❑❊❚✮ ❆❜str❛❝t✿ ❇✐♦❞✐✈❡rs✐t② ❞❛t❛ ❛r❡ ❣❡♥❡r❛❧❧② st♦r❡❞ ✐♥ ❞✐✛❡r❡♥t ❢♦r♠❛ts✳ ❚❤✐s ♠❛❦❡s ✐t ❞✐✣❝✉❧t ❢♦r ❜✐♦❧♦❣✐sts t♦ ❝♦♠❜✐♥❡ ❛♥❞ ✐♥t❡❣r❛t❡ t❤❡♠ ✐♥ ♦r❞❡r t♦ r❡tr✐❡✈❡ ✉s❡❢✉❧ ✐♥❢♦r♠❛t✐♦♥ ❛♥❞ ❞✐s❝♦✈❡r ♥♦✈❡❧ ❦♥♦✇❧❡❞❣❡ ❢♦r t❤❡ ♣✉r♣♦s❡ ♦❢✱ ❢♦r ❡①❛♠♣❧❡✱ ❡✣❝✐❡♥t❧② ❝❧❛ss✐❢②✐♥❣ s♣❡❝✐♠❡♥s✳ ■♥ t❤✐s ✇♦r❦✱ ✇❡ ♣r❡s❡♥t t❤❡ ❇✐♦❑❊❚ ❞❛t❛ ✇❛r❡❤♦✉s❡ ✇❤✐❝❤ ✐s ❛ ❝♦♥s♦❧✐❞❛t✐♦♥ ♦❢ ❤❡t❡r♦❣❡♥❡♦✉s ❞❛t❛ st♦r❡❞ ✐♥ ❞✐✛❡r❡♥t ❢♦r♠❛ts ❛♥❞ ♦r✐❣✐♥❛t✐♥❣ ❢r♦♠ ❞✐✛❡r❡♥t s♦✉r❝❡s✳ ❋♦r t❤❡ t✐♠❡ ❜❡✐♥❣✱ t❤❡ s❝♦♣❡ ♦❢ ❇✐♦❑❊❚ ✐s ❜♦t❛♥✐❝❛❧✳ ■ts ❝♦♥str✉❝t✐♦♥ r❡q✉✐r❡❞✱ ❛♠♦♥❣ ♦t❤❡rs t❤✐♥❣s✱ t♦ ✐❞❡♥t✐❢② ❛♥❞ ❛♥❛❧②③❡ ❡①✐st✐♥❣ ❜♦t❛♥✐❝❛❧ ♦♥t♦❧♦❣✐❡s✱ t♦ st❛♥❞❛r❞✐③❡ ❛♥❞ r❡❧❛t❡ t❡r♠s ✐♥ ❇✐♦❑❊❚✳ ❲❡ ❛❧s♦ ❞❡✈❡❧♦♣❡❞ ❛ ♠❡t❤♦❞♦❧♦❣② ❢♦r ♠❛♣♣✐♥❣ ❛♥❞ ❞❡✜♥✐♥❣ t❛①♦♥♦♠✐❝ t❡r♠✐♥♦❧♦❣✐❡s✱ t❤❛t ❛r❡ ❝♦♥tr♦❧❧❡❞ ✈♦❝❛❜✉❧❛r✐❡s ✇✐t❤ ❤✐❡r❛r❝❤✐❝❛❧ str✉❝t✉r❡s ❢r♦♠ ❛✉t❤♦r✐t❛t✐✈❡ ♣❧❛♥t ♦♥t♦❧♦❣✐❡s✱ ●♦♦❣❧❡ ▼❛♣s✱ ❛♥❞ ❖♣❡♥❙tr❡❡t▼❛♣ ❣❡♦s♣❛t✐❛❧ ✐♥❢♦r♠❛t✐♦♥ s②st❡♠✳ ❉❛t❛ ❢r♦♠ ❢♦✉r ♠❛❥♦r ❜✐♦❞✐✈❡rs✐t② ❛♥❞ ❜♦t❛♥✐❝❛❧ ❞❛t❛ ♣r♦✈✐❞❡rs ❛♥❞ ❢r♦♠ t❤❡ t✇♦ ♣r❡✈✐♦✉s❧② ♠❡♥t✐♦♥❡❞ ❣❡♦s♣❛t✐❛❧ ✐♥❢♦r♠❛t✐♦♥ s②st❡♠s ✇❡r❡ t❤❡♥ ✐♥t❡❣r❛t❡❞ ✐♥ ❇✐♦❑❊❚✳ ❚❤❡ ✉s❡❢✉❧♥❡ss ♦❢ s✉❝❤ ❛ ❞❛t❛ ✇❛r❡❤♦✉s❡ ✇❛s ❞❡♠♦♥str❛t❡❞ ❜② ❛♣♣❧②✐♥❣ ❝❧❛ss✐❝❛❧ ❦♥♦✇❧❡❞❣❡ ♣❛tt❡r♥ ❡①tr❛❝t✐♦♥ ♠❡t❤♦❞s✱ ❜❛s❡❞ ♦♥ t❤❡ ❝❧❛ss✐❝❛❧ ❆♣r✐♦r✐ ❛♥❞ ●❛❧♦✐s ❝❧♦s✉r❡ ❜❛s❡❞ ❛♣♣r♦❛❝❤❡s✱ t♦ s❡✈❡r❛❧ ❞❛t❛s❡ts ❣❡♥❡r❛t❡❞ ❢r♦♠ ❇✐♦❑❊❚ ❡①tr❛❝ts✳ ❯s✐♥❣ t❤❡s❡ ♠❡t❤♦❞s✱ ❛ss♦❝✐❛t✐♦♥ r✉❧❡s ❛♥❞ ❝♦♥❝❡♣t✉❛❧ ❜✐✲❝❧✉st❡rs ✇❡r❡ ❡①tr❛❝t❡❞ t♦ ❛♥❛❧②③❡ t❤❡ r✐s❦ st❛t✉s ♦❢ ♣❧❛♥ts ❡♥❞❡♠✐❝ t♦ ▲❛♦s ❛♥❞ ❙♦✉t❤❡❛st ❆s✐❛✳ ❇❡s✐❞❡s✱ ❇✐♦❑❊❚ ✐s ✐♥t❡r❢❛❝❡❞ ✇✐t❤ ♦t❤❡r ❛♣♣❧✐❝❛t✐♦♥s ❛♥❞ r❡s♦✉r❝❡s✱ ❧✐❦❡ t❤❡ ●❡♦❈❆❚ ●❡♦s♣❛t✐❛❧ ❈♦♥s❡r✈❛t✐♦♥ ❆ss❡ss♠❡♥t ❚♦♦❧✱ t♦ ♣r♦✈✐❞❡ ❛ ♣♦✇❡r❢✉❧ ❛♥❛❧②s✐s t♦♦❧ ❢♦r ❜✐♦❞✐✈❡rs✐t② ❞❛t❛✳ ❑❡②✇♦r❞s✿ ❇✐♦❞✐✈❡rs✐t②✱ ❉❛t❛ ▼✐♥✐♥❣✱ ❑♥♦✇❧❡❞❣❡ ■♥t❡❣r❛t✐♦♥✱ ❉❛t❛ ❲❛r❡✲ ❤♦✉s❡✱ ■♥❢♦r♠❛t✐♦♥ ❚❡❝❤♥♦❧♦❣②✱ ❖♥t♦❧♦❣✐❡s✳

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❈❤❛♣t❡r ✶

■♥tr♦❞✉❝t✐♦♥

❚❤✐s ❝❤❛♣t❡r ❛❞❞r❡ss❡s ♣r♦❜❧❡♠s st❛t❡♠❡♥t✱ ♦❜❥❡❝t✐✈❡s✱ ❝♦♥tr✐❜✉t✐♦♥s ❛♥❞ ♦✉t❧✐♥❡s ♦❢ ❡♥t✐r❡ r❡s❡❛r❝❤ ✇♦r❦✳ ❈♦♥t❡♥ts ✶✳✶ Pr♦❜❧❡♠ ❛♥❞ ▼♦t✐✈❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶ ✶✳✷ ❖❜❥❡❝t✐✈❡ ❛♥❞ ❙❝♦♣❡✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷ ✶✳✸ ❈♦♥tr✐❜✉t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸ ✶✳✹ ❙tr✉❝t✉r❡ ♦❢ t❤❡s✐s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹

✶✳✶ Pr♦❜❧❡♠ ❛♥❞ ▼♦t✐✈❛t✐♦♥

❇✐♦❧♦❣✐❝❛❧ ❞✐✈❡rs✐t②✱ ♦r ❜✐♦❞✐✈❡rs✐t②✱ r❡❢❡rs t♦ t❤❡ ♥❛t✉r❛❧ ✈❛r✐❡t② ❛♥❞ ❞✐✈❡rs✐t② ♦❢ ❧✐✈✐♥❣ ♦r❣❛♥✐s♠s ❬✷✵✶✸q❪✳ ❇✐♦❞✐✈❡rs✐t② ✐s ❛ss❡ss❡❞ ❜② ❝♦♥s✐❞❡r✐♥❣ t❤❡ ❞✐✈❡rs✐t② ♦❢ ❡❝♦s②st❡♠s✱ s♣❡❝✐❡s✱ ♣♦♣✉❧❛t✐♦♥s ❛♥❞ ❣❡♥❡s ✐♥ t❤❡✐r ❣❡♦❣r❛♣❤✐❝❛❧ ❧♦❝❛t✐♦♥s ❛♥❞ t❤❡✐r ❡✈♦❧✉t✐♦♥ ♦✈❡r t✐♠❡✳ ❇✐♦❞✐✈❡rs✐t② ✐s ♦❢ ♣❛r❛♠♦✉♥t ✐♠♣♦rt❛♥❝❡ ❢♦r ❛ ❤❡❛❧t❤② ❡♥✲ ✈✐r♦♥♠❡♥t ❛♥❞ s♦❝✐❡t②✱ ❛s ✐t ❡♥s✉r❡s t❤❡ ❛✈❛✐❧❛❜✐❧✐t② ♦❢ ♥❛t✉r❛❧ r❡s♦✉r❝❡s ❛♥❞ t❤❡ s✉st❛✐♥❛❜✐❧✐t② ♦❢ ❡❝♦s②st❡♠s ❬❊❧❞r❡❞❣❡ ✷✵✵✷✱ ●r✐❧❧♦ ✷✵✶✶✱ ▼❆ ✷✵✵✺✱ ▼✐❞❣❧❡② ✷✵✶✷✱ ❙❤❛❤ ✷✵✶✶✱❚❛❧❡♥t ✷✵✶✷❪✳ ❚❤❡ ❡✛❡❝ts ♦❢ ❜✐♦❞✐✈❡rs✐t② ❧♦ss ♦♥ t❤❡ ❡♥✈✐r♦♥♠❡♥t✱ ❝❛✉s❡❞ ❜② ❤❛❜✐t❛t ❧♦ss ❛♥❞ ❢r❛❣♠❡♥t❛t✐♦♥✱ ♣♦❧❧✉t✐♦♥✱ ❝❧✐♠❛t❡ ❝❤❛♥❣❡✱ ✐♥✈❛s✐✈❡ ❛❧✐❡♥ s♣❡❝✐❡s✱ ❤✉♠❛♥ ♣♦♣✉❧❛t✐♦♥✱ ❛♥❞ ♦✈❡r✲❡①♣❧♦✐t❛t✐♦♥ ❝❛♥ ❛✛❡❝t ❛❧❧ ❧✐❢❡ ❢♦r♠s ❛♥❞ ❧❡❛❞ t♦ s❡r✐♦✉s ❝♦♥s❡q✉❡♥❝❡s ❬✷✵✶✸❦❪✳ ❯♥❞❡rst❛♥❞✐♥❣ ❜✐♦❞✐✈❡rs✐t② ✐s ❛♥ ❡ss❡♥t✐❛❧ ♣r❡r❡q✉✐s✐t❡ ❢♦r s✉st❛✐♥❛❜❧❡ ❞❡✈❡❧♦♣♠❡♥t✳ ❚❤❡ ✐ss✉❡s ♦♥ ❆❙❊❆◆ ■♠♣♦rt❛♥t P❧❛♥t ❆r❡❛ ✭■P❆✮ ▼❡❡t✐♥❣ ✐♥ ❍❛♥♦✐✱ ❱✐❡t♥❛♠✿ ❍♦✇ t♦ ❞✐str✐❜✉t❡ ✐♥❢♦r♠❛t✐♦♥ ♦❢ t❤r❡❛t❡♥❡❞ ♣❧❛♥t t♦ ❝♦♠♠✉✲ ♥✐t② ❛♥❞ ❤♦✇ t♦ ❡♥❝♦✉r❛❣❡ ❧♦❝❛❧ ♣❡♦♣❧❡ t♦ ❥♦✐♥ ♣❧❛♥t ♣r♦t❡❝t✐♦♥✳ ❼ ❚♦ ❧✐st ✐♠♣♦rt❛♥t ♣❧❛♥t ♣r♦t❡❝t✐♦♥ ❛r❡❛s ✐♥ ❡❛❝❤ ❝♦✉♥tr②✳ ❼ ❚♦ ❧✐st ✇❤✐❝❤ s♣❡❝✐❡s ❛r❡ t❤r❡❛t❡♥❡❞✱ r❛r❡ ❛♥❞ ❡t❝ ❜② ■❯❈◆ ❝❛t❡❣♦r② ♣❧❛♥t s♣❡❝✐❡s ✐♥ ❡❛❝❤ ■P❆✳ ❼ ❚♦ ✜♥❞ t❤❡ ♠♦st ❛♣♣r♦♣r✐❛t❡ ❛♣♣r♦❛❝❤ t♦ ♣r♦t❡❝t ♣❧❛♥t s♣❡❝✐❡s✳ ❋♦r ♠❛♥② ②❡❛rs✱ ❜✐♦❞✐✈❡rs✐t② ❞❛t❛s❡ts ❤❛✈❡ ❜❡❡♥ st♦r❡❞ ✐♥ ❞✐✛❡r❡♥t ❢♦r♠❛ts✱ r❛♥❣✐♥❣ ❢r♦♠ ❤✐❣❤❧② str✉❝t✉r❡❞ ✭❞❛t❛❜❛s❡s✮ t♦ ♣❧❛✐♥ t❡①t ✜❧❡s✱ ❝♦♥t❛✐♥✐♥❣ ♣❧❛♥t ❞❡s❝r✐♣t✐♦♥s ✭✈♦❝❛❜✉❧❛r✐❡s ❛♥❞ t❡r♠s✮✳ ◆✉♠❡r♦✉s ❞❛t❛ ❛♥❞ ❦♥♦✇❧❡❞❣❡ r❡♣♦s✐t♦r✐❡s ❝♦♥t❛✐♥✐♥❣

(19)

✷ ❈❤❛♣t❡r ✶✳ ■♥tr♦❞✉❝t✐♦♥ ❜✐♦❞✐✈❡rs✐t② ❛♥❞ ❡♥✈✐r♦♥♠❡♥t❛❧ ✐♥❢♦r♠❛t✐♦♥ ❛r❡ ❛✈❛✐❧❛❜❧❡ ♦♥ t❤❡ ■♥t❡r♥❡t ❛s ♦♥✲❧✐♥❡ ❛♥❞ ♦✛✲❧✐♥❡ r❡s♦✉r❝❡s ♥♦✇❛❞❛②s✳ ❉❛t❛ r❡♣♦s✐t♦r✐❡s st♦r❡ ❧❛r❣❡ ❛♠♦✉♥ts ♦❢ ✐♥❢♦r♠❛✲ t✐♦♥ ❞❡♣✐❝t✐♥❣ ❢❛❝ts ♦♥ ❝♦♥❝r❡t❡ ♦❜❥❡❝ts r❡❧❛t❡❞ t♦ ❛ s♣❡❝✐✜❝ ❞♦♠❛✐♥ ♦❢ ❛♣♣❧✐❝❛t✐♦♥✱ ❡✳❣✳✱ r❡s✉❧ts ♦❢ ❡♥✈✐r♦♥♠❡♥t❛❧ st✉❞✐❡s ♦r ✐♥✈❡♥t♦r✐❡s ♦❢ s♣❡❝✐❡s ✐♥ ❛ ❣❡♦❣r❛♣❤✐❝ ❧♦❝❛✲ t✐♦♥✳ ❚❤✐s ♠❛❦❡s ✐t ❞✐✣❝✉❧t ❢♦r ❜♦t❛♥✐sts ♦r ③♦♦❧♦❣✐sts t♦ ❝♦♠❜✐♥❡ ❛♥❞ ✐♥t❡❣r❛t❡ t❤❡♠ t♦ r❡tr✐❡✈❡ ✉s❡❢✉❧ ✐♥❢♦r♠❛t✐♦♥ ❢♦r t❤❡ ♣✉r♣♦s❡ ♦❢ ✐❞❡♥t✐❢②✐♥❣ ❛♥❞ ❞❡s❝r✐❜✐♥❣ ♥❡✇ s♣❡❝✐❡s✳ ❚❤❡ ❡✈❡r ✐♥❝r❡❛s✐♥❣ ❛✈❛✐❧❛❜✐❧✐t② ♦❢ ❞❛t❛ r❡❧❡✈❛♥t t♦ ❜✐♦❞✐✈❡rs✐t② ♠❛❦❡s t❤❡ ✐❞❡❛ ♦❢ ❛♣♣❧②✐♥❣ ❞❛t❛ ♠✐♥✐♥❣ t❡❝❤♥✐q✉❡s t♦ t❤❡ st✉❞② ♦❢ ❜✐♦❞✐✈❡rs✐t② t❡♠♣t✲ ✐♥❣ ❬❍♦❝❤❛❝❤❦❛ ✷✵✵✼❪✳ ❉❛t❛ ♠✐♥✐♥❣✱ ❛❧s♦ ❦♥♦✇♥ ❛s ❦♥♦✇❧❡❞❣❡ ❞✐s❝♦✈❡r② ❢r♦♠ ❞❛t❛ ✭❑❉❉✮✱ ✐s ❛ s❡t ♦❢ ❝♦♥❝❡♣ts✱ ♠❡t❤♦❞s ❛♥❞ t♦♦❧s ❢♦r t❤❡ r❛♣✐❞ ❛♥❞ ❡✣❝✐❡♥t ❞✐s❝♦✈❡r② ♦❢ ♣r❡✈✐♦✉s❧② ✉♥❦♥♦✇♥ ✐♥❢♦r♠❛t✐♦♥✱ r❡♣r❡s❡♥t❡❞ ❛s ❦♥♦✇❧❡❞❣❡ ♣❛tt❡r♥s ❛♥❞ ♠♦❞❡❧s✱ ❤✐❞❞❡♥ ✐♥s✐❞❡ ♠❛ss✐✈❡ ✐♥❢♦r♠❛t✐♦♥ r❡♣♦s✐t♦r✐❡s ❬❍❛♥ ✷✵✶✶❪✳ ❖♥❡ ✐♠♣♦rt❛♥t ♦❜st❛❝❧❡ t♦ t❤❡ ❛♣♣❧✐❝❛t✐♦♥ ♦❢ ❞❛t❛ ♠✐♥✐♥❣ t❡❝❤♥✐q✉❡s t♦ t❤❡ st✉❞② ♦❢ ❜✐♦❞✐✈❡rs✐t② ✐s t❤❛t t❤❡ ❞❛t❛ t❤❛t ♠✐❣❤t ❜❡ ✉s❡❞ t♦ t❤✐s ❛✐♠ ❛r❡ s♦♠❡✇❤❛t s❝❛tt❡r❡❞ ❛♥❞ ❤❡t❡r♦❣❡♥❡♦✉s ❬❙♣❡❤♥ ✷✵✵✾❪✳ ❉✐✛❡r❡♥t ❞❛t❛s❡ts ❝♦✈❡r ❞✐✛❡r❡♥t ❛s♣❡❝ts ♦❢ t❤❡ ♣r♦❜❧❡♠ ♦r ❢♦❝✉s ♦♥ s♦♠❡ ❣❡♦❣r❛♣❤✐❝❛❧ ❛r❡❛s ♦♥❧②✳ ◆♦♥❡ ♦❢ t❤❡♠ ✐s ❝♦♠♣❧❡t❡ ❛♥❞ t❤❡r❡ ✐s ♥♦ st❛♥❞❛r❞ ❢♦r♠❛t✳ ❚♦ ♦✈❡r❝♦♠❡ t❤❡s❡ ❧✐♠✐t❛t✐♦♥s✱ ✇❡ ❤❛✈❡ ❞❡s✐❣♥❡❞ ❛♥❞ ✐♠♣❧❡♠❡♥t❡❞ ❇✐♦❑❊❚✱ ❛ ❞❛t❛ ✇❛r❡❤♦✉s❡ ✇❤♦s❡ ♣✉r♣♦s❡ ✐s t♦ ❝♦♥s♦❧✐❞❛t❡ ❤❡t❡r♦❣❡♥❡♦✉s ❞❛t❛ s♦✉r❝❡s ♦♥ ❜✐♦❞✐✈❡rs✐t② ✐♥ ❛ ❧♦❣✐❝❛❧❧② ♦r❣❛♥✐③❡❞✱ ❝♦❤❡r❡♥t✱ ❛♥❞ ❝♦♠♣r❡❤❡♥s✐✈❡ r❡s♦✉r❝❡ t❤❛t ❝❛♥ ❜❡ ✉s❡❞ ❜② t❤❡ s❝✐❡♥t✐✜❝ ❝♦♠♠✉♥✐t② ❛s ❛ ❜❛s✐s ❢♦r ❞❛t❛✲✐♥t❡♥s✐✈❡ st✉❞✐❡s✳

✶✳✷ ❖❜❥❡❝t✐✈❡ ❛♥❞ ❙❝♦♣❡

❚❤❡ ♠❛✐♥ ❛✐♠ ♦❢ t❤✐s r❡s❡❛r❝❤ ✐s t♦ ❤❡❧♣ ❜♦t❛♥✐sts ✐♥ t❤❡✐r st✉❞✐❡s ♦♥ ♣❧❛♥ts ❛♥❞ t❤❡✐r ✇♦r❦s ♦♥ ♣❧❛♥t ♣r♦t❡❝t✐♦♥ ❛♥❞ ❝♦♥s❡r✈❛t✐♦♥✳ ❚❤❡s❡ t❛s❦s ✐♥✈♦❧✈❡ t❤❡ st✉❞② ♦❢ ♣❧❛♥t str✉❝t✉r❡✱ ❣r♦✇t❤✱ ❞❡✈❡❧♦♣❡♠❡♥t✱ ❜✐♦❝❤❡♠✐str②✱ ❞✐s❡❛s❡s✱ ❡✈♦❧✉t✐♦♥❛r② r❡❧❛✲ t✐♦♥s❤✐♣s✱ ❞✐✛❡r❡♥❝✐❛t✐♦♥ ❛♥❞ t❛①♦♥♦♠② ✭❇✐♦❧♦❣✐❝❛❧ ❝❧❛ss✐✜❝❛t✐♦♥✮✳ ❖♥❡ ✐♠♣♦rt❛♥t st❡♣ r❡❣❛r❞✐♥❣ t❤❡s❡ ♦❜❥❡❝t✐✈❡s ✐s t❤❡ ❛♥❛❧②s✐s ♦❢ ♠♦r♣❤♦❧♦❣✐❝❛❧ ❛♥❞ ❡♥✈✐r♦♥♠❡♥t❛❧ ♣r♦♣❡rt✐❡s ♦❢ ♣❧❛♥ts✳ ❋♦r t❤✐s✱ t❤❡ ♣r❡s❡♥t ✇♦r❦ ✇❛s ❞✐✈✐❞❡❞ ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ♠❛✐♥ st❡♣s✳ ❼ ❉❡✜♥❡ ❛♥ ♦♥t♦❧♦❣② ♠❛♣♣✐♥❣ ✐♥❝❧✉❞✐♥❣ ♠❡t❤♦❞♦❧♦❣② ❛♥❞ ♣r♦❝❡ss ❢♦r t❤❡ ✐♥t❡✲ ❣r❛t✐♦♥ ❛♥❞ ♥♦r♠❛❧✐③❛t✐♦♥ ♦❢ ♣❧❛♥t ❞❛t❛✳ ❼ ❈♦♥str✉❝t ❇✐♦❑❊❚ ❉❛t❛ ❲❛r❡❤♦✉s❡ ✐♥t❡❣r❛t✐♥❣ ✭❞❛t❛ ❛♥❞ ❦♥♦✇❧❡❞❣❡✮ ❢r♦♠ t❤❡ ❞✐✛❡r❡♥t r❡s♦✉r❝❡ r❡♣♦s✐t♦r✐❡s ♦♥ ♣❧❛♥ts ❛♥❞ t❤❡✐r ❝♦♥s❡r✈❛t✐♦♥ st❛t✉s✳ ❚❤❡ ❢♦✉r ❢♦❧❧♦✇✐♥❣ ❞❛t❛ r❡♣♦s✐t♦r✐❡s ✇❡r❡ ✐♥t❡❣r❛t❡❞ ✐♥ ❇✐♦❑❊❚✿ ❇■❖❚■❑ ❬✷✵✶✶❜❪ ✭❲❡st❡r♥ ●❤❛ts ♦❢ ■♥❞✐❛ ❛♥❞ ◆❛t✐♦♥❛❧ ❯♥✐✈❡rs✐t② ♦❢ ▲❛♦s✮✱ ❇❘❆❍▼❙ r❡♣♦s✐✲ t♦r② ❬✷✵✶✸❡❪ ✭◆❛t✐♦♥❛❧ ❯♥✐✈❡rs✐t② ♦❢ ▲❛♦s✱ ❋❛❝✉❧t② ♦❢ ❋♦r❡str②✮✱ ◆❆P■❙ r❡♣♦s✐✲ t♦r② ❬✷✵✶✸♥❪ ✭▲❛♦ ▼✐♥✐str② ♦❢ P✉❜❧✐❝ ❍❡❛❧t❤✱ ■♥st✐t✉t❡ ♦❢ ❚r❛❞✐t✐♦♥❛❧ ▼❡❞✐❝✐♥❡✮ ❛♥❞ t❤❡ ■❯❈◆ ❘❡❞ ▲✐st ❉❛t❛ ❬✷✵✶✹s❪✳ ❆❧❧ s♦✉r❝❡s ❛r❡ ❧✐♥❦❡❞ t♦ ❛♥ ✐♥st✐t✉t✐♦♥✱ ❡①❝❡♣t ❢♦r t❤❡ ❧❛st ♦♥❡✳

(20)

✶✳✸✳ ❈♦♥tr✐❜✉t✐♦♥ ✸ ❼ ■♥t❡r❢❛❝❡ ❇✐♦❑❊❚ ❣❡♦❧♦❝❛t✐♦♥ ✐♥❢♦r♠❛t✐♦♥ ♦♥ ♣❧❛♥t s♣❡❝✐♠❡♥s ✇✐t❤ st❛♥❞❛r❞ ❣❡♦s♣❛t✐❛❧ ✐♥❢♦r♠❛t✐♦♥ s②st❡♠s✳ ❋♦r t❤✐s st❡♣✱ ●♦♦❣❧❡ ❣❡♦s♣❛t✐❛❧ ❞❛t❛ ✭●♦♦❣❧❡ ▼❛♣s ●❡♦❝♦❞✐♥❣ ❙❡r✈✐❝❡✮ ✇❡r❡ ✐♥t❡❣r❛t❡❞ ✐♥ ❇✐♦❑❊❚ ❛♥❞ ❛♥ ✐♥t❡r❢❛❝❡ ✇✐t❤ t❤❡ ●❡♦❈❆❚ ✈✐s✉❛❧✐③❛t✐♦♥ ♣❧❛t❢♦r♠ ✇❛s ❞❡✈❡❧♦♣❡❞✳ ❼ ●❡♥❡r❛t❡ ❛ ❇✐♦❑❊❚ ❞❛t❛s❡t ❢r♦♠ t❤❡ ❇✐♦❑❊❚ ❞❛t❛ ✇❛r❡❤♦✉s❡ ❛♥❞ ♣❡r❢♦r♠ ❛♥ ❛♥❛❧②s✐s ✈❛❧✐❞❛t✐♦♥ ✇✐t❤ ❝❧❛ss✐❝❛❧ ❦♥♦✇❧❡❞❣❡ ♣❛tt❡r♥ ❡①tr❛❝t✐♦♥ ♠❡t❤♦❞s ❜❛s❡❞ ♦♥ t❤❡ ❆♣r✐♦r✐ ❛♥❞ ●❛❧♦✐s ❝❧♦s✉r❡ ❛♣♣r♦❛❝❤❡s ❢♦r ❛ss♦❝✐❛t✐♦♥ r✉❧❡ ❡①tr❛❝t✐♦♥ ❛♥❞ ❜✐❝❧✉st❡r✐♥❣✳

✶✳✸ ❈♦♥tr✐❜✉t✐♦♥

❚❤❡ ♠❛✐♥ ❝♦♥tr✐❜✉t✐♦♥ ✐s t♦ ♣r♦✈✐❞❡ ❞❡t❛✐❧s ♦❢ ❤♦✇ t❤❡ ❇✐♦❑❊❚ ❞❛t❛ ✇❛r❡❤♦✉s❡ ❤❛s ❜❡❡♥ ❞❡s✐❣♥❡❞ ❛♥❞ ♣♦♣✉❧❛t❡❞✱ ❜② ❝♦♥s♦❧✐❞❛t✐♥❣ ❛♥❞ ✐♥t❡❣r❛t✐♥❣ ♠✉❧t✐♣❧❡ ❛♥❞ ❤❡t❡r♦✲ ❣❡♥❡♦✉s s♦✉r❝❡s ♦❢ ❞❛t❛✳ ❚❤❡ r❡❛❞❡r s❤♦✉❧❞ ♥♦t ✉♥❞❡r❡st✐♠❛t❡ t❤❡ ♠❡t❤♦❞♦❧♦❣✐❝❛❧ ❝❤❛❧❧❡♥❣❡s ❛♥❞ t❤❡ ♣r❛❝t✐❝❛❧ ♣r♦❜❧❡♠s t❤❛t ❤❛❞ t♦ ❜❡ ♦✈❡r❝♦♠❡ ✐♥ ♦r❞❡r t♦ ❛❝❤✐❡✈❡ t❤❛t r❡s✉❧t✳ ❆s ❛❧❧ ❞❛t❛ ♠✐♥✐♥❣ ♣r❛❝t✐t✐♦♥❡rs ❛❣r❡❡✱ ♣r❡✲♣r♦❝❡ss✐♥❣✱ ✇❤✐❝❤ ✐♥❝❧✉❞❡s ❞❛t❛ ❝❧❡❛♥✐♥❣✱ ✐♥t❡❣r❛t✐♦♥✱ ❛♥❞ tr❛♥s❢♦r♠❛t✐♦♥ ✐s t❤❡ ♠♦st t✐♠❡✲❝♦♥s✉♠✐♥❣ ❛♥❞ ❝r✐t✲ ✐❝❛❧ ♣❤❛s❡ ♦❢ t❤❡ ❞❛t❛ ♠✐♥✐♥❣ ♣r♦❝❡ss ❬▼❛r❜á♥ ✷✵✵✾✱ ▼❛r✐s❝❛❧ ✷✵✶✵❪ ✐❧❧✉str❛t❡❞ ✐♥ ❋✐❣✉r❡✶✳✶✳ ❋✐❣✉r❡ ✶✳✶✿ ▼❛✐♥ ♣❤❛s❡s ♦❢ ❛ ❞❛t❛ ♠✐♥✐♥❣ ♣r♦❝❡ss ❲❡ ❞❡♠♦♥str❛t❡ t❤❡ ✉s❡ ♦❢ s✉❝❤ r❡s♦✉r❝❡ ❜② ❛♣♣❧②✐♥❣ ❚❋■❙❚ ❛♥❞ ❲❡❦❛✱ ❛ ❝♦♠✲ ❜✐♥❡❞ ❜✐❝❧✉st❡r✐♥❣ ❛♥❞ ❝♦♥❝❡♣t✉❛❧ ❛ss♦❝✐❛t✐♦♥ r✉❧❡ ❡①tr❛❝t✐♦♥ ♠❡t❤♦❞ ❛❧r❡❛❞② ❞❡✲ s❝r✐❜❡❞ ✐♥ t❤❡ ❧✐t❡r❛t✉r❡ ❬▼♦♥❞❛❧ ✷✵✶✷❪✱ ♦♥ ❛ ❞❛t❛s❡t ❡①tr❛❝t❡❞ ❢r♦♠ t❤❡ ❇✐♦❑❊❚ ❞❛t❛ ✇❛r❡❤♦✉s❡ ✐♥ ♦r❞❡r t♦ ❛♥❛❧②③❡ t❤❡ r✐s❦ st❛t✉s ♦❢ ♣❧❛♥ts ❡♥❞❡♠✐❝ t♦ ▲❛♦s✳ ❚❤❡ ♦✉t❝♦♠❡s ♦❢ t❤✐s r❡s❡❛r❝❤ ✇✐❧❧ ❜❡ ❛ ❣✉✐❞❡❧✐♥❡ ❢♦r ▲❛♦ ❜✐♦❧♦❣✐sts✴❜♦t❛♥✐sts ❛♥❞ ❛ ❦♥♦✇❧❡❞❣❡ ❜❛s❡ ❢♦r ▲❛♦ ❣♦✈❡r♥♠❡♥t✬s ❝♦✉♥tr② ❞❡✈❡❧♦♣♠❡♥t ♣❧❛♥s ❛s ✇❡❧❧ ❛s ▲❛♦ P❉❘ ❛♥❞ ❝♦✉♥tr✐❡s ✐♥ ❙♦✉t❤❡❛st ❆s✐❛✳

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✹ ❈❤❛♣t❡r ✶✳ ■♥tr♦❞✉❝t✐♦♥

✶✳✹ ❙tr✉❝t✉r❡ ♦❢ t❤❡s✐s

❚❤❡ t❤❡s✐s ❝♦♥s✐sts ♦❢ ✜✈❡ ❝❤❛♣t❡rs✳ ❈❤❛♣t❡r ✶✿ ■♥tr♦❞✉❝t✐♦♥ ♣r❡s❡♥ts ❢r♦♠ t❤❡ ♣♦✐♥ts ♦❢ ♣r♦❜❧❡♠ ❛♥❞ ♠♦t✐✈❛t✐♦♥✱ ♦❜❥❡❝t✐✈❡ ❛♥❞ s❝♦♣❡✱ ❝♦♥tr✐❜✉t✐♦♥✱ ❛♥❞ str✉❝t✉r❡ ♦❢ t❤❡s✐s✳ ❈❤❛♣t❡r ✷✿ ❇❛❝❦❣r♦✉♥❞ ❛♥❞ ❘❡❧❛t❡❞ ❲♦r❦ ♣r❡s❡♥ts ❞❡✜♥✐t✐♦♥s✱ ✐ss✉❡s✱ ❝❤❛❧❧❡♥❣❡s✱ r❡s♦✉r❝❡s ✐♥ ❜✐♦❞✐✈❡rs✐t② ✜❡❧❞✇♦r❦✱ ❧✐t❡r❛t✉r❡ ♦♥ st❛t❡✲♦❢✲t❤❡ ❛rt t❡❝❤✲ ♥♦❧♦❣✐❡s ❛♥❞ ❛♣♣❧✐❝❛t✐♦♥s✳ ❈❤❛♣t❡r ✸✿ ❇✐♦❑❊❚ ❉❛t❛ ❲❛r❡❤♦✉s❡ st❛t❡s ✐♥ ❞❡♣t❤ ❤♦✇ t♦ ❜✉✐❧❞✱ ❞❡s✐❣♥✱ ❛♥❞ ✐♠♣❧❡♠❡♥t t❤❡ ❇✐♦❑❊❚ ❉❛t❛ ❲❛r❡❤♦✉s❡✱ ❛♥❞ ❤♦✇ t♦ ✐♥t❡❣r❛t❡ ❛♥❞ ✈✐s✉❛❧✐③❡ t❤❡ ❇✐♦❑❊❚ ❞❛t❛ ✇✐t❤ ❣❡♦❧♦❝❛t✐♦♥ ❞❛t❛ ✭❣❡♦s♣❛t✐❛❧ ❞❛t❛✮✱ ❛♥❞ ❤♦✇ t♦ ♣r❡♣❛r❡ ♣❛tt❡r♥s ❢♦r ❣❡♥❡r❛t✐♥❣ t❤❡ ❇✐♦❑❊❚ ❞❛t❛s❡t ❛♥❞ ♣r❡s❡♥t✐♥❣ t❤❡ ❇✐♦❑❊❚ ♣❧❛♥t ♦♥t♦❧♦❣② ♠❛♣♣✐♥❣ ❝♦♥❝❡♣t✳ ❈❤❛♣t❡r ✹✿ ❊①♣❡r✐♠❡♥ts ❛♥❞ ❘❡s✉❧ts ♣r❡s❡♥ts t❤❡ ❇✐♦❑❊❚ ❞❛t❛s❡t s❝❤❡♠❛✱ ♣❛tt❡r♥s ❡①tr❛❝t✐♦♥✱ ♣❛tt❡r♥s ❡✈❛❧✉❛t✐♦♥✱ ❛♥❞ ❡①♣❡r✐♠❡♥t❛❧ r❡s✉❧ts✳ ❈❤❛♣t❡r ✺✿ ❈♦♥❝❧✉s✐♦♥s ❛♥❞ ❋✉rt❤❡r ❲♦r❦ s✉♠♠❛r✐③❡s ✇❤❛t ❤❛s ❜❡❡♥ ❞♦♥❡ ❞✉r✐♥❣ t❤✐s r❡s❡❛r❝❤ ✇♦r❦ ❛♥❞ ♣r❡s❡♥ts ♣❡rs♣❡❝t✐✈❡s ❢r♦♠ t❤❡ ✈✐❡✇✲ ♣♦✐♥t ♦❢ t❤❡ ❡①t❡♥s✐♦♥ ♦❢ t❤✐s ✇♦r❦ ❛♥❞ r❡❧❛t❡❞ ❛♣♣❧✐❝❛t✐♦♥s✳

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❈❤❛♣t❡r ✷

❇❛❝❦❣r♦✉♥❞ ❛♥❞ ❘❡❧❛t❡❞ ❲♦r❦

❚❤✐s ❝❤❛♣t❡r ✐s st❛t❡❞ ❛s ❢♦❧❧♦✇s✳ ●❡tt✐♥❣ st❛rt❡❞ ❢r♦♠ ❜✐♦❞✐✈❡rs✐t② ❞❡✜♥✐t✐♦♥s✱ ✐ss✉❡s✱ ❝❤❛❧❧❡♥❣❡s✱ r❡s♦✉r❝❡s✱ ❛♥❞ ❧✐t❡r❛t✉r❡ ♦♥ st❛t❡✲♦❢✲t❤❡ ❛rt t❡❝❤♥♦❧♦❣✐❡s ❛♥❞ ❛♣♣❧✐❝❛t✐♦♥s✳ ❈♦♥t❡♥ts ✷✳✶ ❇✐♦❞✐✈❡rs✐t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺ ✷✳✶✳✶ ❊♥✈✐r♦♥♠❡♥t❛❧ ■ss✉❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼ ✷✳✶✳✷ ❚♦♣✐❝s ❛♥❞ ❈❤❛❧❧❡♥❣❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵ ✷✳✷ ❘❡s♦✉r❝❡s ❛♥❞ ❚❡❝❤♥♦❧♦❣✐❡s ❢♦r ❇✐♦❞✐✈❡rs✐t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸ ✷✳✷✳✶ ❘❡s♦✉r❝❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸ ✷✳✷✳✷ ❚❡❝❤♥♦❧♦❣✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺ ✷✳✸ ❉❛t❛ ▼✐♥✐♥❣ ❢♦r ❇✐♦❞✐✈❡rs✐t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽ ✷✳✸✳✶ ❉❛t❛ ▼✐♥✐♥❣ ❈♦♥❝❡♣t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽ ✷✳✸✳✷ ❚❡❝❤♥✐q✉❡s ❛♥❞ ❆♣♣❧✐❝❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵ ✷✳✹ ❉❛t❛ ■♥t❡❣r❛t✐♦♥ ❛♥❞ ❉❛t❛ ❲❛r❡❤♦✉s❡✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻ ✷✳✹✳✶ ❉❛t❛ ■♥t❡❣r❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻ ✷✳✹✳✷ ❉❛t❛ ❲❛r❡❤♦✉s❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽

✷✳✶ ❇✐♦❞✐✈❡rs✐t②

❚❤❡r❡ ✐s ❛ ❣❡♥❡r❛❧ ❛❣r❡❡♠❡♥t t❤❛t ❜✐♦❞✐✈❡rs✐t② ❝♦♥s✐sts ♦❢ t❤r❡❡ ♠❛✐♥ t②♣❡s✱ ♦r ❧❡✈❡❧s✱ ♦❢ ❞✐✈❡rs✐t② ❛s ❞❡♣✐❝t❡❞ ✐♥ ❋✐❣✉r❡✷✳✶✳ ❚❤❡ ✜rst t②♣❡ ✐s ●❡♥❡t✐❝ ❞✐✈❡rs✐t②✱ t❤❡ s❡❝♦♥❞ ♦♥❡ ✐s ❙♣❡❝✐❡s ❞✐✈❡rs✐t②✱ ❛♥❞ t❤❡ ❧❛st ♦♥❡ ✐s ❊❝♦s②st❡♠ ❞✐✈❡rs✐t②✱ ♦r ❊❝♦❧♦❣✐❝❛❧ ❞✐✈❡r✲ s✐t② ❬✷✵✶✸✉✱●r♦♦♠❜r✐❞❣❡ ✷✵✵✷✱P♦♣② ✷✵✵✾✱❙❛❧❛ ✷✵✵✸✱❙✇✐♥❣❧❛♥❞ ✷✵✵✶✱❚❛❧❡♥t ✷✵✶✷✱ ✷✵✶✸✈❪✳ ❚❤❡s❡ ❛r❡ t❤❡ t❤r❡❡ ❧❡✈❡❧s ❛t ✇❤✐❝❤ ❜✐♦❧♦❣✐❝❛❧ ✈❛r✐❡t② ❤❛s ❜❡❡♥ ✐❞❡♥t✐✜❡❞✳ ●❡♥❡t✐❝ ❞✐✈❡rs✐t② r❡❢❡rs t♦ t❤❡ ❣❡♥❡t✐❝ ✈❛r✐❛t✐♦♥ ❛♥❞ ❤❡r✐t❛❜❧❡ tr❛✐ts ✇✐t❤✐♥ ♦r✲ ❣❛♥✐s♠s✳ ❆❧❧ s♣❡❝✐❡s ❛r❡ r❡❧❛t❡❞ ✇✐t❤ ♦t❤❡r s♣❡❝✐❡s t❤r♦✉❣❤ ❛ ❣❡♥❡t✐❝ ♥❡t✇♦r❦✱ ❜✉t t❤❡ ✈❛r✐❡t② ♦❢ ❣❡♥❡t✐❝ ♣r♦♣❡rt✐❡s ❛♥❞ ❢❡❛t✉r❡s ♠❛❦❡s ❝r❡❛t✉r❡s ❞✐✛❡r❡♥t ✐♥ t❤❡✐r ♠♦r✲ ♣❤♦❧♦❣✐❝ ❝❤❛r❛❝t❡r✐st✐❝s✳ ●❡♥❡t✐❝ ❞✐✈❡rs✐t② ❛♣♣❧✐❡s t♦ ❛❧❧ ❧✐✈✐♥❣ ♦r❣❛♥✐s♠s ❤❛✈✐♥❣ ✐♥❤❡r✐t❛♥❝❡ ♦❢ ❣❡♥❡s✱ ✐♥❝❧✉❞✐♥❣ t❤❡ ❛♠♦✉♥t ♦❢ ❉◆❆ ♣❡r ❝❡❧❧ ❛♥❞ ❝❤r♦♠♦s♦♠❡ str✉❝✲ t✉r❡s✳ ●❡♥❡t✐❝ ❞✐✈❡rs✐t② ✐s ❛♥ ✐♠♣♦rt❛♥t ❢❛❝t♦r ❢♦r t❤❡ ❛❞❛♣t❛t✐♦♥ ♦❢ ♣♦♣✉❧❛t✐♦♥s t♦ ❝❤❛♥❣✐♥❣ ❡♥✈✐r♦♥♠❡♥ts ❛♥❞ t❤❡ r❡s✐st❛♥❝❡ t♦ ❝❡rt❛✐♥ t②♣❡s ♦❢ ❞✐s❡❛s❡s✳ ❋♦r s♣❡❝✐❡s✱ ❛ ❤✐❣❤❡r ❣❡♥❡t✐❝ ✈❛r✐❛t✐♦♥ ✐♠♣❧✐❡s ❧❡ss r✐s❦✳ ■t ✐s ❛❧s♦ ❡ss❡♥t✐❛❧ ❢♦r s♣❡❝✐❡s ❡✈♦❧✉t✐♦♥✳

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✻ ❈❤❛♣t❡r ✷✳ ❇❛❝❦❣r♦✉♥❞ ❛♥❞ ❘❡❧❛t❡❞ ❲♦r❦ ❋✐❣✉r❡ ✷✳✶✿ ❚②♣❡s ♦❢ ❞✐✈❡rs✐t②✿ ●❡♥❡t✐❝ ✭✐♥♥❡r✮✱ ❙♣❡❝✐❡s ✭♠✐❞❞❧❡✮✱ ❛♥❞ ❊❝♦s②st❡♠ ✭♦✉t❡r✮ ❙♣❡❝✐❡s ❞✐✈❡rs✐t② r❡❢❡rs t♦ t❤❡ ✈❛r✐❡t② ♦❢ ❧✐✈✐♥❣ ♦r❣❛♥✐s♠s ✇✐t❤✐♥ ❛♥ ❡❝♦s②st❡♠✱ ❛♥ ❤❛❜✐t❛t ♦r ❛ r❡❣✐♦♥✳ ■t ✐s ❡✈❛❧✉❛t❡❞ ❜② ❝♦♥s✐❞❡r✐♥❣ t✇♦ ❢❛❝t♦rs✿ s♣❡❝✐❡s r✐❝❤♥❡ss ❛♥❞ s♣❡❝✐❡s ❡✈❡♥♥❡ss✳ ❚❤❡ ✜rst ❝♦rr❡s♣♦♥❞s t♦ t❤❡ ♥✉♠❜❡r ♦❢ ❞✐✛❡r❡♥t s♣❡❝✐❡s ♣r❡s❡♥t ✐♥ ❛ ❝♦♠♠✉♥✐t② ♣❡r ✉♥✐t ❛r❡❛✱ ❛♥❞ t❤❡ s❡❝♦♥❞ t♦ t❤❡ r❡❧❛t✐✈❡ ❛❜✉♥❞❛♥❝❡ ♦❢ ❡❛❝❤ s♣❡❝✐❡s ✐♥ t❤❡ ❣❡♦❣r❛♣❤✐❝❛❧ ❛r❡❛✳ ❇♦t❤ ❢❛❝t♦rs ❛r❡ ❡✈❛❧✉❛t❡❞ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ s✐③❡ ♦❢ ♣♦♣✉❧❛t✐♦♥s ♦r ❜✐♦♠❛ss ♦❢ ❡❛❝❤ s♣❡❝✐❡s ✐♥ t❤❡ ❛r❡❛✳ ❘❡❝❡♥t st✉❞✐❡s ❤❛✈❡ s❤♦✇♥ r❡❧❛t✐♦♥s❤✐♣s ❜❡t✇❡❡♥ ❞✐✈❡rs✐t② ✇✐t❤✐♥ s♣❡❝✐❡s ❛♥❞ ❞✐✈❡rs✐t② ❛♠♦♥❣ s♣❡❝✐❡s✳ ❙♣❡❝✐❡s ❞✐✈❡rs✐t② ✐s t❤❡ ♠♦st ✈✐s✐❜❧❡ ♣❛rt ♦❢ ❜✐♦❞✐✈❡rs✐t②✳ ❊❝♦s②st❡♠ ❞✐✈❡rs✐t② r❡❢❡rs t♦ t❤❡ ✈❛r✐❡t② ♦❢ ❧❛♥❞s❝❛♣❡ ♦❢ ❡❝♦s②st❡♠s ✐♥ ❡❛❝❤ r❡❣✐♦♥ ♦❢ t❤❡ ✇♦r❧❞✳ ❆♥ ❡❝♦s②st❡♠ ✐s ❛ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ ❝♦♠♠✉♥✐t✐❡s ✕ ❛ss♦❝✐❛t✐♦♥s ♦❢ s♣❡❝✐❡s ✕ ♦❢ ❧✐✈✐♥❣ ♦r❣❛♥✐s♠s ✇✐t❤ t❤❡ ♣❤②s✐❝❛❧ ❡♥✈✐r♦♥♠❡♥t ✐♥ ✇❤✐❝❤ t❤❡② ❧✐✈❡ ✭❡✳❣✳✱ ❛✐r✱ ✇❛t❡r✱ ♠✐♥❡r❛❧ s♦✐❧✱ t♦♣♦❣r❛♣❤②✱ ❝❧✐♠❛t❡✮✳ ❊❝♦s②st❡♠s ✈❛r② ✐♥ s✐③❡ ❛♥❞ ✐♥ ❡✈❡r② ❣❡♦❣r❛♣❤✐❝ r❡❣✐♦♥ t❤❡r❡ ✐s ❛ ❝♦♠♣❧❡① ♠♦s❛✐❝ ♦❢ ✐♥t❡r❝♦♥♥❡❝t❡❞ ❡❝♦s②st❡♠s✳ ❊❝♦s②st❡♠s ❛r❡ ❡♥✈✐r♦♥♠❡♥ts ✇✐t❤ ❛ ❜❛❧❛♥❝❡❞ st❛t❡ ♦❢ ♥❛t✉r❛❧ ❡❧❡♠❡♥ts ✭✇❛t❡r✱ ♣❧❛♥ts✱ ❛♥✐♠❛❧s✱ ❢✉♥❣✐✱ ♠✐❝r♦❜❡s✱ ♠♦❧❡❝✉❧❡s✱ ❝❧✐♠❛t❡✱ ❡t❝✳✮✳ ❊❝♦s②st❡♠ ❞✐✈❡rs✐t② ❡♠❜r❛❝❡s t❤❡ ✈❛r✐❡t② ♦❢ ❤❛❜✐t❛ts ❛♥❞ ❡♥✈✐r♦♥♠❡♥t❛❧ ♣❛r❛♠❡t❡rs t❤❛t ♦❝❝✉r ✇✐t❤✐♥ ❛ r❡❣✐♦♥✳ ❚♦ ♣r❡s❡r✈❡ ❜✐♦❞✐✈❡rs✐t②✱ t❤❡ ❝♦♥s❡r✈❛t✐♦♥ ❛♥❞ ♣r♦t❡❝t✐♦♥ ♦❢ ❛ r❡♣r❡s❡♥t❛t✐✈❡ ❛rr❛② ♦❢ ✐♥t❡r❛❝t✐♥❣ ❡❝♦s②st❡♠s✱ ❛♥❞ t❤❡✐r ❛ss♦❝✐❛t❡❞ ❣❡♥❡t✐❝ ❛♥❞ s♣❡❝✐❡s ❞✐✈❡rs✐t✐❡s✱ ✐s ❞❡❝✐s✐✈❡✳ ❇✐♦❞✐✈❡rs✐t② ❛♣♣❧✐❡s ✇❤❡r❡✈❡r t❤❡r❡ ✐s ❧✐❢❡✱ t❤❛t ✐s ❛❧❧ ❛r♦✉♥❞ t❤❡ ✇♦r❧❞✱ ❢r♦♠ t❤❡ ❡❛rt❤✬s s✉r❢❛❝❡ t♦ ♠❛r✐♥❡ ❡❝♦s②st❡♠s✳ ❇✐♦❧♦❣✐sts ♠♦st ♦❢t❡♥ ❞❡✜♥❡ ❜✐♦❞✐✈❡rs✐t② ❛s t❤❡ ✏t♦t❛❧✐t② ♦❢ ❣❡♥❡s✱ s♣❡❝✐❡s✱ ❛♥❞ ❡❝♦s②st❡♠s ♦❢ ❛ r❡❣✐♦♥✑✳ ❊❝♦❧♦❣✐sts ❝♦♥s✐❞❡r ❜✐♦❞✐✈❡rs✐t② ❛❝❝♦r❞✐♥❣ t♦ t❤❡ t❤r❡❡ ❢♦❧❧♦✇✐♥❣ ✐♥t❡r❞❡♣❡♥❞❡♥t ♣r✐♠❛r② ❝❤❛r❛❝t❡r✐s✲ t✐❝s✿ ❊❝♦s②st❡♠s ❝♦♠♣♦s✐t✐♦♥✱ ✐✳❡✳✱ t❤❡ ✈❛r✐❡t② ❛♥❞ r✐❝❤♥❡ss ♦❢ ✐♥❤❛❜✐t✐♥❣ s♣❡❝✐❡s✱ ❡❝♦s②st❡♠s str✉❝t✉r❡✱ ✐✳❡✳✱ t❤❡ ♣❤②s✐❝❛❧ ❛♥❞ t❤r❡❡ ❞✐♠❡♥s✐♦♥❛❧ ♣❛tt❡r♥s ♦❢ ❧✐❢❡ ❢♦r♠s✱

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✷✳✶✳ ❇✐♦❞✐✈❡rs✐t② ✼ ❛♥❞ ❡❝♦s②st❡♠s ❢✉♥❝t✐♦♥✱ ✐✳❡✳✱ ❜✐♦❣❡♦❝❤❡♠✐❝❛❧ ❝②❝❧❡s ❛♥❞ ❡✈♦❧✈✐♥❣ ❡♥✈✐r♦♥♠❡♥t❛❧ ❝♦♥❞✐t✐♦♥s✳ ❊✈❡♥ t❤♦✉❣❤ ♠❛♥② ❛♣♣❧✐❝❛t✐♦♥ t♦♦❧s ❤❛✈❡ ❜❡❡♥ ❞❡✈❡❧♦♣❡❞✱ ❡✈❛❧✉❛t✐♥❣ ❜✐♦❞✐✈❡rs✐t② st✐❧❧ ❢❛❝❡s ❞✐✣❝✉❧t✐❡s ❞✉❡ t♦ t❤❡ ❝♦♠♣❧❡①✐t② ♦❢ ♣r❡❝✐s❡ ❡✈❛❧✉❛t✐♦♥s ♦❢ t❤❡s❡ ♣❛r❛♠❡t❡rs✳ ❍❡♥❝❡✱ t❤❡ ♦✈❡r❛❧❧ ♥✉♠❜❡r ♦❢ s♣❡❝✐❡s t❤❛t ❝❛♥ ❜❡ ♠❡❛s✉r❡❞ ❛♥❞ ♦✣❝✐❛❧❧② ✐❞❡♥t✐✜❡❞ ❛❧❧ ❛r♦✉♥❞ t❤❡ ✇♦r❧❞ ✐s ♦♥❧② ✶✳✼ t♦ ✷ ♠✐❧❧✐♦♥s ❛♥❞ ✺ t♦ ✸✵ ♠✐❧❧✐♦♥s r❡s♣❡❝t✐✈❡❧② ❬✷✵✶✸✇✱▼❛❣✉rr❛♥ ✷✵✶✸✱▼❛❣✉rr❛♥ ✷✵✶✶❪✳ ✷✳✶✳✶ ❊♥✈✐r♦♥♠❡♥t❛❧ ■ss✉❡s ■♥ ♥❛t✉r❡✱ ❜✐♦❞✐✈❡rs✐t② ✐s t❤❡ ❦❡② t♦ ❦❡❡♣ ♥❛t✉r❛❧ ❜❛❧❛♥❝❡ ✐♥ ❝❤❛♥❣✐♥❣ ❡♥✈✐r♦♥♠❡♥t❛❧ ❝♦♥❞✐t✐♦♥s✳ ■t ❢✉♥❝t✐♦♥s ❛s s❡r✈✐❝❡s✱ s✉❝❤ ❛s ❝♦♥s✉♠♣t✐♦♥ s❡r✈✐❝❡✱ t❤❛t ✐s t♦ s❡r✈❡ t❤❡ ♥❛t✉r❛❧ r❡s♦✉r❝❡s t♦ ❤✉♠❛♥ ✭❡✳❣✳✱ ❢♦♦❞✱ ❝❧♦t❤✐♥❣✱ ❤♦✉s✐♥❣✱ ♠❡❞✐❝✐♥❡s✮✱ ✐♥❞✉str✐❛❧ ♣r♦❞✉❝t✐♦♥ s❡r✈✐❝❡✱ t❤❛t ✐s t♦ s❡r✈❡ ♣r♦❞✉❝t✐✈✐t② ♦❢ ❢♦r❡st t♦ ❜❡ ✉s❡❞ ❡✐t❤❡r ❞✐r❡❝t❧② ♦r ✐♥❞✐r❡❝t❧② ✭❡✳❣✳✱ ❡①tr❛❝t✐♥❣ ❝❤❡♠✐❝❛❧s ❢r♦♠ ♣❧❛♥ts ✐♥ t❤❡ ❢♦r❡st✮✱ ❛♥❞ ♦t❤❡rs ✭♥♦♥✲ ❝♦♥s✉♠♣t✐✈❡ ✉s❡s✮ ✐♥❝❧✉❞✐♥❣ ✈❛❧✉❡s ♦❢ ♠❛✐♥t❡♥❛♥❝❡ ♦❢ ❡❝♦s②st❡♠s t♦ ❜❡ s✉st❛✐♥❛❜❧❡ ✭❡✳❣✳✱ s♦✐❧ ♠❛✐♥t❡♥❛♥❝❡✱ ♥✐tr♦❣❡♥ t♦ t❤❡ s♦✐❧✱ s②♥t❤❡s✐s ♦❢ ♣❧❛♥t ♣♦✇❡r✱ ❤✉♠✐❞✐t② ❝♦♥tr♦❧✮ ❬❊❧❞r❡❞❣❡ ✷✵✵✷✱●r✐❧❧♦ ✷✵✶✶✱❙❤❛❤ ✷✵✶✶✱❚❛❧❡♥t ✷✵✶✷❪✳ ❆❧❧ ❧✐❢❡ ♦♥ t❤❡ ♣❧❛♥❡t ♥❡❡❞s ♥✉tr✐❡♥ts ❛♥❞ ♦①②❣❡♥✱ ✇❤✐❝❤ ❛r❡ t❤❡ ♠❛✐♥ ❢❛❝t♦rs ❢♦r s✉r✈✐✈❛❧✳ ❊s♣❡❝✐❛❧❧②✱ s♣❡❝✐❡s ❞❡♣❡♥❞ ♦♥ ❜✐♦❞✐✈❡rs✐t② r❡s♦✉r❝❡s ♣r♦❞✉❝❡❞ ❜② ❡❝♦s②st❡♠ s❡r✈✐❝❡s✳ ❚❤❡ ❡❝♦s②st❡♠ s❡r✈✐❝❡s ✭❋✐❣✉r❡ ✷✳✷✮ ❝❛♥ r❡❣✉❧❛t❡ ❝❧✐♠❛t❡ ❝❤❛♥❣❡s✱ ❞✐s♣♦s❡ ♦❢ ✇❛st❡s✱ r❡❝②❝❧❡ ♥✉tr✐❡♥ts✱ ✜❧t❡r ❛♥❞ ♣✉r✐❢② ✇❛t❡r✱ ♣✉r✐❢② ❛✐r✱ ❜✉✛❡r ❛❣❛✐♥st ✢♦♦❞✐♥❣✱ ❛♥❞ ♠❛✐♥t❛✐♥ s♦✐❧ ❢❡rt✐❧✐t② ❬❊❧❞r❡❞❣❡ ✷✵✵✷✱ ▼❆ ✷✵✵✺✱ ▼✐❞❣❧❡② ✷✵✶✷✱ ❚❛❧❡♥t ✷✵✶✷❪✳ ❈❤❛♥❣❡s ✐♥ ❡♥✈✐r♦♥♠❡♥t❛❧ ❢❛❝t♦rs ❛♥❞ ❡❝♦s②st❡♠s ❝❛♥ t❤✉s ❡♥❞❛♥❣❡r ❧✐❢❡ ❢♦r♠s ❛s r❡♣♦rt❡❞ ✐♥ s❡✈❡r❛❧ s❝✐❡♥t✐✜❝ st✉❞✐❡s ✭❋✐❣✉r❡ ✷✳✸✮✳ ❚❤❡ r❡♣♦rt ♦❢ ●❧♦❜❛❧ ❇✐♦❞✐✈❡rs✐t② ❖✉t❧♦♦❦ ✸ ❬✷✵✶✸❦❪ ♦❢ t❤❡ ❈♦♥✈❡♥t✐♦♥ ♦♥ ❇✐♦✲ ❧♦❣✐❝❛❧ ❉✐✈❡rs✐t② ✭❈❇❉✮ ❤✐❣❤❧✐❣❤ts ❇❛♥ ❑✐✲♠♦♦♥✬s s♣❡❡❝❤✱ ❯♥✐t❡❞ ◆❛t✐♦♥s ●❡♥❡r❛❧ ❙❡❝r❡t❛r②✱ ♦♥ t❤❡ ❢❛❝t t❤❛t ✏t❤❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ t❤✐s ❝♦❧❧❡❝t✐✈❡ ❢❛✐❧✉r❡✱ ✐❢ ✐t ✐s ♥♦t q✉✐❝❦❧② ❝♦rr❡❝t❡❞✱ ✇✐❧❧ ❜❡ s❡✈❡r❡ ❢♦r ✉s✳ ❇✐♦❞✐✈❡rs✐t② ✉♥❞❡r♣✐♥s t❤❡ ❢✉♥❝t✐♦♥✐♥❣ ♦❢ t❤❡ ❡❝♦s②st❡♠s ♦♥ ✇❤✐❝❤ ✇❡ ❞❡♣❡♥❞ ❢♦r ❢♦♦❞ ❛♥❞ ❢r❡s❤ ✇❛t❡r✱ ❤❡❛❧t❤ ❛♥❞ r❡❝r❡❛t✐♦♥✱ ❛♥❞ ♣r♦t❡❝t✐♦♥ ❢r♦♠ ♥❛t✉r❛❧ ❞✐s❛st❡rs✳ ■ts ❧♦ss ❛❧s♦ ❛✛❡❝ts ✉s ❝✉❧t✉r❛❧❧② ❛♥❞ s♣✐r✐t✉❛❧❧②✳ ❚❤✐s ♠❛② ❜❡ ♠♦r❡ ❞✐✣❝✉❧t t♦ q✉❛♥t✐❢②✱ ❜✉t ✐s ♥♦♥❡t❤❡❧❡ss ✐♥t❡❣r❛❧ t♦ ♦✉r ✇❡❧❧✲❜❡✐♥❣✑✳ ❚❤❡ ❧♦ss ♦❢ ❜✐♦❞✐✈❡rs✐t② ❜❡❝♦♠❡s ❛ s❡r✐♦✉s ✐ss✉❡ ❢♦r t❤❡ t✇❡♥t②✲✜rst ❝❡♥t✉r②✳ ■ts ❧♦ss ❤❛s ❞✐r❡❝t ❛♥❞ ✐♥❞✐r❡❝t ♥❡❣❛t✐✈❡ ❡✛❡❝ts ♦♥ ♠❛♥② ❢❛❝t♦rs ✭❋✐❣✉r❡✷✳✹✮ ❝♦♥♥❡❝t✐♥❣ t❤❡ ❡❧❡♠❡♥ts ♦❢ ❜✐♦❞✐✈❡rs✐t② ❛s ✇❡❧❧ ❛s ❡❝♦s②st❡♠s ❬❈❛r❞✐♥❛❧❡ ✷✵✶✷✱▼✐❞❣❧❡② ✷✵✶✷❪✳ ■♥ ❊♥✈✐r♦♥♠❡♥t❛❧ ❢❛❝t♦rs✱ t❤❡ ❧♦ss ♦❢ ❜✐♦❞✐✈❡rs✐t② ♠❡❛♥s t❤❛t t❤❡ ♥❛t✉r❛❧ ❜❛❧❛♥❝❡ ❜❡t✇❡❡♥ ❡♥✈✐r♦♥♠❡♥t❛❧ ❝♦♥❞✐t✐♦♥s ❛♥❞ t❤❡ ❞✐✛❡r❡♥t t②♣❡s ♦❢ ❞✐✈❡rs✐t✐❡s ❝❛♥♥♦t ❜❡ ❝♦♥s❡r✈❡❞✱ ✇❤✐❝❤ ✇✐❧❧ ❛✛❡❝t st❛❜✐❧✐t② ♦❢ ❡❝♦s②st❡♠s✳ ❚❤✐s ❝❛♥ ❧❡❛❞ t♦ ❝❧✐♠❛t❡ ❝❤❛♥❣❡s✱ s✉❝❤ ❛s t❤❡ ❣❧♦❜❛❧ ✇❛r♠✐♥❣ r❡♣♦rt❡❞ ✐♥ s❡✈❡r❛❧ s❝✐❡♥t✐✜❝ st✉❞✐❡s✱ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② t♦ ♥❛t✉r❛❧ ❞✐s❛st❡rs ✭❧❛♥❞s❧✐❞❡s✱ ✢♦♦❞s✱ t②♣❤♦♦♥s✱ ❝②❝❧♦♥❡s✱ ❤✉rr✐❝❛♥❡s✱ ts✉♥❛♠✐s✱ ❡t❝✳✮ ❬❈❛r❞✐♥❛❧❡ ✷✵✶✷✱❊❇■ ✷✵✶✸✱❑❤❛❧❧❛❢ ✷✵✶✶✱▼✐❞❣❧❡② ✷✵✶✷✱✷✵✶✸❣❪✳ ❚♦✉r✐s♠ ❢❛❝t♦rs ❛r❡ ✐♠♣❛❝t❡❞ ❜② ❡♥✈✐r♦♥♠❡♥t ❢❛❝t♦rs✿ ■❢ t❤❡② ❛r❡ ❛✛❡❝t❡❞✱ ❜② ♥❛t✉r❛❧ ❞✐s❛st❡rs ♦r ♣♦❧❧✉t✐♦♥ ❢♦r ✐♥st❛♥❝❡✱ t♦✉r✐s♠ str✉❝t✉r❡ s②st❡♠s✱ s✉❝❤ ❛s ❛❡st❤❡t✐❝ ♥❛t✉r❛❧ ❧❛♥❞s❝❛♣❡s ❛♥❞ ❤✐st♦r✐❝❛❧ ♣❧❛❝❡s✱ ❝❛♥ ❜❡ ❛✛❡❝t❡❞✱ ❛♥❞ ❡✈❡♥ ❞❡✲ str♦②❡❞✳ ❋♦r ❡①❛♠♣❧❡✱ t❤❡ ❡✛❡❝t ♦❢ ♣♦❧❧✉t✐♦♥ ♦♥ t❤❡ str✉❝t✉r❡ ❛♥❞ ❡♥✈✐r♦♥♠❡♥t ♦❢

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