• Tidak ada hasil yang ditemukan

Coral reefs change detection using remotely sensed data L a case study in Bintan Beach International Resort, Riau Islands, Indonesia

N/A
N/A
Protected

Academic year: 2017

Membagikan "Coral reefs change detection using remotely sensed data L a case study in Bintan Beach International Resort, Riau Islands, Indonesia"

Copied!
216
0
0

Teks penuh

(1)
(2)
(3)
(4)
(5)
(6)
(7)
(8)
(9)
(10)
(11)
(12)
(13)
(14)
(15)
(16)
(17)
(18)
(19)
(20)
(21)
(22)
(23)
(24)
(25)
(26)
(27)
(28)
(29)
(30)
(31)
(32)
(33)
(34)
(35)
(36)
(37)
(38)
(39)
(40)
(41)
(42)
(43)
(44)
(45)
(46)
(47)
(48)
(49)
(50)
(51)
(52)
(53)
(54)
(55)
(56)
(57)
(58)
(59)
(60)
(61)
(62)
(63)
(64)
(65)
(66)
(67)
(68)
(69)
(70)
(71)
(72)
(73)
(74)
(75)
(76)
(77)
(78)
(79)
(80)
(81)
(82)
(83)
(84)
(85)
(86)
(87)
(88)
(89)
(90)
(91)
(92)
(93)
(94)
(95)
(96)
(97)
(98)
(99)
(100)
(101)
(102)
(103)
(104)
(105)
(106)
(107)
(108)
(109)
(110)
(111)
(112)
(113)
(114)
(115)
(116)

ABSTRACT

P e

p p p

n

Z g g Z

: : : z

s

,I

SYAWALUDIN ALISYAHBANA HARAHAP (2006). Coral Reefs Change

J Q Q 3 * 3 3 m n

c. 5

Q Detection Using Remotely Sensed Data: A Case Study in Bintan Beach

2

% 5 =

- % s t International Resort, Riau Islands, Indonesia. Under the direction of

%

3 c

g

g VINCENTIUS P. SIREGAR and IDUNG RISDIYANTO.

s p g y

Q 9 . a ~

p

~ E X S S Bintan Beach International Resort is located on North of Bintan Island

(I@ Islands province), this area is placed on 104°17'50" to 104°38'36"E and

$ P g " s

$

g.

s

2

%

f r m 1°6'10" to 1°15'29"N, has soft relief with slope 5 - 15%. Mostly, beach

n 3 3 3 =

m 4 a r k is covered by sandy beach with the depth of waters is about 1 - 20 meters. ' C Q t D Q C

2 1 3 3

o.5

BS

a

bi tan

Beach International Resort region represent a coastal area that high

0

a-((I 3 0. r c * Q s d$amic change. It has competence in conserve, protect as well as develop this

8

E*g

""

. art& and it have concern and responsive about ecosystem change. In this research,

5 . 2.

;

2

3

g &&oral reef ecosystem become main target because it very essential matter that

ii

K P Z Q ij g

4

sh&ld be monitored for planning or to avoid may further change that can damage

;6

5

3 or* the environment.

b J

5

5 8

S

rC

g

k g

f, The Objectives of this research are to detect and mapping coral reefs using

$

-

5 %

2

~tely sensed data and image processing technique, further to analysis the coral

E:

k

G Q

5

change during two periods (1992 and 2003). A two periods of Landsat-5 TM

-.

g.

9

2. 3- P) il 14,1992) and Landsat-7 ETM+ (March 04,2003) images with the path/row

Q

i.

2

'

359 was used for coral reef mapping in the Bintan Beach International Resort.

B

7 <

F

;

I F

fQ

Y *

-

To properly use these data, a minimum set of correction needs to be made:

$

)metric, geometric and water column correction as well as ground-truthing. r

2

E unsupervised classification was used for image classification and post-

i

w

g g

ifzcation comparison method was used for change detection.

5

3 s

The result of training area processing was produced attenuation coeficient

: (k,/kj) are 1.526129 for image of 1992 and 0.879188 for image of 2003. feature classes of coral reef performed in 5 (five) classes were the live coral

, dead coral (DC), dead coral with algal (DCA), sand (S) and macro algal ). The overall accuracy was found in this research is 76.66 %. LC has been m:asing equal to 16.84% or 271.08 ha where in 1992 the area is 422.87 ha to 9 ha in 2003. Also by DC and DCA, in 1992 the area of DC is 535.70 ha, while in 2003 it has been decreasing equal to 17.20% or 258.69 ha in 2003, DCA has been decreasing equal to 15.96% or 256.94 ha from 478.53 ha in to 221.59 in 2003. The improvement of coral reefs class is viewed only on and macro algal, even sand has been increasing equal to 48.3 1% or 777.90 ha 630.70 ha in 1992 to 1408.60 ha in 2003, while macro algal has been : m a s i n g equal to 1.69% or 27.13 ha from 145.77 ha in 1992 to 172.90 ha in

-

-"Fa

3

-

words: Coral reefs, change detection and remotely sensed data.

3

-.

<

0

z

-.

(117)
(118)
(119)
(120)
(121)
(122)
(123)
(124)
(125)
(126)
(127)
(128)
(129)
(130)
(131)
(132)
(133)
(134)
(135)
(136)
(137)
(138)
(139)
(140)
(141)
(142)
(143)
(144)
(145)
(146)
(147)
(148)
(149)
(150)
(151)
(152)
(153)
(154)
(155)
(156)
(157)
(158)
(159)
(160)
(161)
(162)
(163)
(164)
(165)
(166)
(167)
(168)
(169)
(170)
(171)
(172)
(173)
(174)
(175)
(176)
(177)
(178)
(179)
(180)
(181)
(182)
(183)
(184)
(185)
(186)
(187)
(188)
(189)
(190)
(191)
(192)
(193)
(194)
(195)
(196)
(197)
(198)
(199)
(200)

Referensi

Dokumen terkait

[r]

Dengan menyelesaikan tugas akhir dengan judul “penerapan pelayanan purna jual di PT ASTRA MOTOR KLATEN” penulis berharap tugas ini dapat bermanfaat bagi

unsur runtuyan (struktur) jeung unsur semiotik anu aya dina upacara adat nikah Sunda.. Hasil ulikan anu ngagunakeun Format Tabel 1 jeung 2 aya dina

No Nama Guru Materi Supervisi Guru Klpk..

Perubahan dari era industri kepada era ekonomi pengetahuan ini menuntut organisasi-organisasi yang ada untuk berubah dalam pengaturan aktivitas internal organisasi,

Puji syukur Penulis panjatkan kehadirat Tuhan Yang Maha Esa atas berkat dan karunia-Nya Penulis dapat menyelesaikan Tesis yang berjudul: “ Pembuatan Furfural Dari

Seluruh dokumen di ilmuti.org dapat digunakan, dimodifikasi dan disebarkan secara bebas untuk tujuan bukan komersial (nonprofit), dengan syarat tidak menghapus

Tujuan Perkuliahan : Mahasiswa dapat menjelaskan tentang peran neurotransmitter dan neurofarmakologi dalam terjadinya kesulitan belajar pada anak. Materi Pokok