Kajian Peran Stakeholder dalam Pengelolaan Sub DAS Ciwidey Kabupaten Bandung
Bibliographic record
Abstract
Abstract. The form of land use in an area is related to population growth and activities. The increasing number of residents in a place will have an impact on increasing changes in land use. Floods, as a result of these changes, have significant impacts on society, the economy and the environment. This research aims to identify obstacles in managing the Ciwidey Sub-watershed, Bandung Regency, map the relationships between actors involved in managing the Ciwidey Sub-watershed, Bandung Regency, and formulates efforts to manage the Ciwidey Sub-watershed, Bandung Regency. Analysis methods include description and MACTOR analysis. The identified obstacles involve a lack of effective cooperation between agencies, non-functioning of the land which reduces water absorption, lack of contribution from tourism entrepreneurs, sub-optimal economic empowerment of local communities, and lack of optimization of disaster mitigation. Analysis of the role of stakeholders shows the strength of influence of the Bandung Regency DPRD, BBWS Citarum, and the Bandung Regency PUTR Service. Management efforts are directed by the priority scale identified by stakeholders, including increasing disaster mitigation, improving cooperation between agencies, handling land conversion, increasing the role of tourism entrepreneurs in conservation, and empowering the agricultural economy of local communities. Abstrak. Bentuk penggunaan lahan suatu wilayah terkait dengan pertumbuhan penduduk dan aktivitasnya, semakin meningkatnya jumlah penduduk di suatu tempat akan berdampak pada makin meningkatnya perubahan penggunaan lahan. Banjir, sebagai hasil dari perubahan tersebut, memiliki dampak signifikan pada masyarakat, ekonomi, dan lingkungan. Penelitian ini bertujuan untuk mengidentifikasi kendala dalam pengelolaan Sub-DAS Ciwidey Kabupaten Bandung, memetakan hubungan antar aktor yang terlibat dalam pengelolaan Sub-DAS Ciwidey Kabupaten Bandung, dan merumuskan upaya pengelolaan Sub-DAS Ciwidey Kabupaten Bandung. Metode analisis melibatkan deskripsi dan analisis MACTOR. Kendala-kendala teridentifikasi melibatkan kurangnya efektivitas kerjasama antar instansi, alih fungsi lahan yang mengurangi resapan air, kurangnya kontribusi pengusaha wisata, pemberdayaan ekonomi masyarakat lokal yang belum optimal, dan kurangnya optimalisasi mitigasi bencana. Analisis peran stakeholder menunjukkan kekuatan pengaruh DPRD Kabupaten Bandung, BBWS Citarum, dan Dinas PUTR Kabupaten Bandung. Upaya pengelolaan diarahkan oleh skala prioritas yang diidentifikasi oleh stakeholder, termasuk peningkatan mitigasi bencana, perbaikan kerjasama antar instansi, penanganan alih fungsi lahan, peningkatan peran pengusaha wisata dalam pelestarian, dan pemberdayaan ekonomi pertanian masyarakat lokal.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.020 | 0.002 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".