?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=IDENTIFIKASI+SKALA+KERAPATAN+DAN+TRANSPARANSI+TAJUK%0D%0ADALAM+METODE+FOREST+HEALTH+MONITORING+(FHM)+JENIS%0D%0ADAUN+JARUM+DENGAN+MENGGUNAKAN+VGG16&rft.creator=Flaurensia%2C++Riahta+T&rft.subject=000+Ilmu+komputer%2C+informasi+dan+pekerjaan+umum&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.description=Penggunaan+kartu+skala+pada+pengukuran+parameter+kondisi+tajuk+pohon+dalam%0D%0Ametode+Forest+Health+Monitoring+(FHM)+masih+kurang+efektif.+Oleh+karena+itu%2C%0D%0Adiperlukan+penggunaan+teknik+pencitraan+digital+untuk+dapat+mendeteksi+parameter%0D%0Akerapatan+dan+transparansi+tajuk+pohon.+Penelitian+ini+bertujuan+untuk+menentukan%0D%0Askala+kerapatan+dan+transparansi+tajuk+pohon+jenis+daun+jarum+dengan+kinerja%0D%0Amodel+Visual+Geometry+Group+(VGG16).+Tajuk+pohon+jenis+daun+jarum+yang%0D%0Adigunakan+dalam+penelitian+ini+adalah+Pinus+merkusii%2C+Araucaria+heterophylla%2C%0D%0ACupressus+retusa%2C+dan+Shorea+javanica.+Metode+dalam+penelitian+ini%2C+antara+lain%3A%0D%0Apengambilan+citra+empat+jenis+tajuk+pohon+daun+jarum%2C+prepocessing+citra+empat%0D%0Ajenis+tajuk+pohon+daun+jarum+hingga+mencapai+1000+citra+dari+masing-masing+jenis%0D%0Atajuk+pohon+daun+jarum%2C+pembagian+dataset%2C+pelatihan+model+VGG16%2C+dan+evaluasi%0D%0Amodel+VGG16.+Hasil+penelitian+ini+menunjukkan+bahwa+akurasi+yang+dicapai%0D%0Adengan+model+VGG16+menggunakan+mesin+Tesla+K80+untuk+gambar+tajuk+pohon%0D%0Ajenis+daun+jarum+Pinus+merkusii+sebesar+90%2C00%25%2C+untuk+jenis+Araucaria%0D%0Aheterophylla+sebesar+92%2C00%25%2C+untuk+jenis+Cupressus+retusa+sebesar+96%2C00%25%2C+dan%0D%0Auntuk+jenis+Shorea+javanica+adalah+99%2C00%25.+Penelitian+ini+menunjukkan+bahwa%0D%0Amodel+mampu+mengklasifikasikan+citra+tajuk+pohon+jenis+daun+jarum+dengan+baik%2C%0D%0Ameskipun+terdapat+beberapa+kesalahan+klasifikasi+pada+citra+dengan+pola+dan%0D%0Abentuk+yang+serupa.%0D%0A%0D%0AKata+kunci%3A+Daun+jarum%2C+forest+health+monitoring%2C+hutan%2C+tajuk%2C+VGG16%0D%0AThe+use+of+scale+cards+to+measure+tree+crown+condition+parameters+in+the+Forest%0D%0AHealth+Monitoring+(FHM)+method+is+still+less+effective.+Therefore%2C+it+is+necessary%0D%0Ato+use+digital+imaging+techniques+to+detect+tree+crown+density+and+transparency%0D%0Aparameters.+This+research+aims+to+determine+the+scale+of+density+and+transparency%0D%0Aof+the+crown+of+coniferous+trees+using+the+performance+of+the+Visual+Geometry%0D%0AGroup+(VGG16)+model.+The+coniferous+tree+crowns+used+in+this+research+were%0D%0APinus+merkusii%2C+Araucaria+heterophylla%2C+Cupressus+retusa%2C+and+Shorea+javanica.+The%0D%0Amethods+in+this+research+include%3A+taking+images+of+four+types+of+needle+leaf+tree%0D%0Acrowns%2C+preprocessing+images+of+four+types+of+needle+leaf+tree+crowns+to+reach+1000%0D%0Aimages+of+each+type+of+needle+leaf+tree+crown%2C+dividing+the+dataset%2C+training+the%0D%0AVGG16+model%2C+and+evaluating+the+VGG16+model+.+The+results+of+this+research+show%0D%0Athat+the+accuracy+achieved+with+the+VGG16+model+using+a+Tesla+K80+machine+for%0D%0Aimages+of+pinus+merkusii+tree+crowns+was+90.00%25%2C+for+the+Araucaria+heterophylla%0D%0Atype+it+was+92.00%25%2C+for+the+Cupressus+retusa+type+it+was+96.00%25%2C+and+for+the+Shorea%0D%0Ajavanica+type+it+is+99.00%25.+This+research+shows+that+the+model+is+able+to+classify%0D%0Aimages+of+coniferous+tree+crowns+well%2C+although+there+are+several+classification%0D%0Aerrors+in+images+with+similar+patterns+and+shapes..%0D%0A%0D%0AKeywords%3A+Forest%2C+forest+health+monitoring%2C+crown%2C+needleleaf%2C+VGG16&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM+&rft.date=2024-03-27&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F86548%2F1%2F1917051011_Skripsi_Abstrak%2520-%2520Flaurensia%2520Riahta%2520Tarigan.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F86548%2F2%2F1917051011_Revisi_FULL%2520Skripsi%2520%2528Tanpa%2520Lampiran%2529%2520-%2520Flaurensia%2520Riahta%2520Tarigan.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F86548%2F3%2F1917051011_Revisi_Skripsi%2520TANPA%2520PEMBAHASAN%2520%2528Tanpa%2520Lampiran%2529%2520-%2520Flaurensia%2520Riahta%2520Tarigan.pdf&rft.identifier=++Flaurensia%2C+Riahta+T++(2024)+IDENTIFIKASI+SKALA+KERAPATAN+DAN+TRANSPARANSI+TAJUK+DALAM+METODE+FOREST+HEALTH+MONITORING+(FHM)+JENIS+DAUN+JARUM+DENGAN+MENGGUNAKAN+VGG16.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM+%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F86548%2F