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"Elang Jawa Spizaetus Bartelsi merupakan hewan endemik pulau Jawa dan merupakan burung predator hutan. Spesies ini hodup secara eksklusif pada hutan hutan di Pulau jawa. Daerah penelitian ini dipilih karena tingkat bahaya yang semakin meningkat pada berkuranganya jumlah populasi spesies ini sebagai akibat dari hilang dan berkurangnya habitat Elang Jawa serta penangkapan untuk penjualan hewan langka di daerah penelitian. Pengertian akan habitat ciri-ciri suatu spesies sangat penting tidak hanya untuk memperbaiki pengetahuan ekologi mengenai spesies tertentu, tetapi juga untuk menemukan suatu cara untuk melindungi habitatnya. Data dengan skala yang besar dari daerah yang luas seperti habitat Elang Jawa, membuat proses dan integrasi dengan data lainnya menjadi sulit dilakukan. Kemampuan satelait citra untuk menangkap informasi spasial pada daerah yang luas khususnya pada daerah yang inaccessible curam dan terpencil dan memprosesnya merupakan keuntungan dalam pemetaan habitat. Penggunaan SIG untuk input menyimpan analisis dan menampilkan informasi spasial merupakan suatu permulaan untuk mengatasi kesulitan kesulitan yang ada."

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Ketahanan pangan dipengaruhi oleh beberapa faktor yaitu ketersediaan pangan, aspek pangan, pemanfaatan pangan dan kerentanan pangan. Aspek yang dapat mempengaruhi  kerentanan pangan adalah penurunan produktivitas pangan, salah satunya adalah tanaman padi yang merupakan pangan pokok di Indonesia. Penyebab penurunan produktivitas padi adalah kondisi kerentanan lingkungan suatu wilayah. Tujuan penelitian ini adalah menyusun model spasial produktivitas padi berdasarkan kerentanan lingkungan pada tiap fase tanam dengan menggunakan pendekatan teknologi inderaja dan SIG. Model spasial ini disusun berdasarkan hasil aplikasi dua model yaitu model spasial fase tanam dan model produktivitas padi. Pemodelan spasial untuk melihat sebaran fase tanam padi menggunakan metode klasifikasi random forest mempunyai akurasi keseluruhan sebesar 0,92 yang membagi fase tanam padi menjadi fase awal tanam, fase vegetatif, fase generatif dan fase bera. Variabel yang digunakan untuk membangun model spasial fase tanam padi adalah kombinasi indeks vegetasi yaitu NDVI, EVI, SAVI, NDWI, dan variabel waktu. Pemodelan spasial untuk estimasi produktivitas padi juga menggunakan model regresi dengan variabel rawan bencana yaitu bencana banjir, kekeringan, longsor dan variabel curah hujan. Algoritma dibangun berdasarkan kondisi fase tanam padi. Estimasi produktivitas padi berdasarkan pengaruh kerentanan lingkungan ini memiliki akurasi paling baik dilakukan pada fase vegetatif yaitu sebesar 0,63  dan fase generatif sebesar 0,61, sedangkan pada fase awal tanam tidak dapat digunakan untuk mengestimasi produktivitas padi karena memiliki hubungan yang lemah dengan  akurasi sebesar 0,35.

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Food security is influenced by several factors, such as food availability, food aspect, food utilization and food vulnerability. An aspect that can affect food vulnerability is food productivity decline, such as rice. Since rise is the staple food in Indonesia, its productivity decline most likely will affect Indonesia`s food vulnerability. The cause of the rice productivity decrement is the condition of environmental vulnerability of a region. The purpose of this study is to build a spatial model of rice productivity based on environmental vulnerability in each planting phase using remote sensing and GIS technology. Spatial model is built based on the result of implementation of two models which are planting phase model and rice productivity model. Spatial modelling that is built to understand the distribution of rice planting phases applied random forest classification method with an overall accuracy of 0,92. The classification result divides the rice planting phase into the initial phase of planting, vegetative, generative and fallow phase. The variables used to build spatial model of the rice planting phase are a combination of vegetation indexes namely NDVI, EVI, SAVI, NDWI, and time variables. Spatial modeling for estimating rice productivity also uses regression model with disaster-prone variables, namely floods, droughts, landslides and rainfall variables. The algorithm is built based on the condition of the rice planting phase. Estimation of rice productivity based on the influence of environmental vulnerability has the best accuracy in the vegetative phase equal to 0,63 and generative phase 0,61, whereas in the initial phase of planting it cannot be used to estimate rice productivity due to its weak relationship with accuracy 0,35.

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"Remote sensing provides information on how remote sensing relates to the natural resources inventory, management, and monitoring, as well as environmental concerns. It explains the role of this new technology in current global challenges. Remote sensing will discuss remotely sensed data application payloads and platforms, along with the methodologies involving image processing techniques as applied to remotely sensed data. This title provides information on image classification techniques and image registration, data integration, and data fusion techniques. How this technology applies to natural resources and environmental concerns will also be discussed."

"One aspect of the agricultural development is an information corresponding to potency and availability of land resources for both intensification and extensification

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"Soil erosion is a crucial environmental problem in the Manjunto watershed, Bengkulu Province, Indonesia. It has economic implications and environmental consequences. Assessment of potential soil erosion rate is useful in designing soil conservation strategies within the framework of integrated watershed management. Information obtained from Remote Sensing (RS) and Geographic Information System (GIS) framework supports decision makers in preparing more accurate spatial maps in less time and cost. The aim of this research is to assess the average annual rate of potential soil erosion in Manjunto watershed for each soil mapping unit using remote sensing data, namely Normalized Difference Vegetation Index (NDVI) and Slope. The NDVI value obtained from satellite imagery processing while slope value obtained from Digital Elevation Model-Shuttle Radar Topographic Mission (DEM-SRTM) processing. The results showed that the eroded catchment area increased significantly. The average annual rate of potential soil erosion in Manjunto watershed in the year 2000 amounted to 3.00 tons ha- 1 year-1, while in the year 2009 there was a significant increase to 27.03 ton ha-1year-1. The levels of erosion hazard in soil mapping unit numbers 41, 42 and 47 are classified in the very heavy category. Soil mapping unit numbers 41, 42 and 47 should be a first priority in soil and water conservation activities."

"Perilaku kewaspadaan pada kukang (Nycticebus javanicus) kandidat rilis sangatlah penting agar dapat mengetahui tanda-tanda keberadaan predator, sehingga dapat bertahan hidup setelah dilepasliarkan ke alam. Pemberian perlakuan berupa suara beberapa predator diharapkan dapat memicu perilaku kewaspadaan kukang kandidat rilis terhadap predator. Penelitian mengenai respons kukang jawa kandidat rilis terhadap suara elang brontok (Nisaetus cirrhatus) dan ular sanca (Phyton molurus) telah dilakukan di Yayasan Inisiasi Alam Rehabilitasi Indonesia (YIARI), Bogor. Penelitian bertujuan untuk menganalisis perbedaan respons dan pengaruh suara predator terhadap perilaku kewaspadaan kukang jawa kandidat rilis menggunakan suara dari elang brontok (Nisaetus cirrhatus) dan ular sanca (Phyton molurus). Penelitian dilakukan pada bulan bulan Mei – Juni 2020 selama tiga pekan, dengan empat hari pengamatan setiap pekan. Metode yang digunakan yaitu continuous scan sampling dengan interval waktu 10 (sepuluh) menit tanpa jeda dan ad libitum. Pencatatan dilakukan terhadap aktivitas harian kukang jawa kandidat rilis dan responsnya terhadap suara predator. Objek penelitian yaitu dua pasang kukang jawa dan dua individu kukang jawa yang berada di 4 kandang rehabilitasi terpisah. Hasil pengamatan menunjukkan respons kewaspadaan yang teramati adalah alert (secara aktif mengamati lingkungan), back away (berjalan mundur dengan mata tetap mengawasi sekitar.), freeze (diam tanpa gerakan selama beberapa detik), dan scanning (mengamati sekitar sambil berjalan mengelilingi kandang). Berdasarkan Uji Wilcoxon yang dilakukan pada α = 0,05 hasilnya adalah tidak terdapat perbedaan antara perilaku praperlakuan dan pascaperlakuan suara predator. Hal tersebut diasumsikan karena suara predator kurang menyediakan stimulus yang dapat memengaruhi perubahan perilaku harian kukang jawa kandidat rilis pada praperlakuan dan pascaperlakuan secara signifikan.

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Behavior of alertness in rehabilitant slow lorises (Nycticebus javanicus) is very important in order to know the signs of predators, so that they can survive after being released into the wild. It is hoped that the provision of treatment in the form of the sound of several predators can trigger the rehabilitant's alert behaviour towards predators. Research on the response of the rehabilitant javan slow loris to the sound of changeable hawk-eagle (Nisaetus cirrhatus) and phyton (Phyton molurus) have been carried out at the Indonesian Foundation for Natural Rehabilitation Initiation (YIARI), Bogor. This study aims to determine the differences in response and influence of predatory sounds on alert behaviour of rehabilitant javan slow lorises using sounds from changeable hawk-eagle (Nisaetus cirrhatus) and phyton (Phyton molurus). The study was conducted in May - June 2020 for three weeks, with four observation days each week. The method used is continuous scan sampling with time intervals of 10 minutes without pauses and ad libitum. Recording is carried out on the daily activities of the rehabilitant javan slow loris and the response against the sound of predators. The object of the study were two pairs of javan slow lorises and two individual javan slow lorises in 4 separate rehabilitation cages. The results of the observations show that the observed alertness responses are alert (actively observing the environment), back away (walking backwards with keeping an eye on the surroundings), Freeze (silence without movement for a few seconds), and scanning (observing the surroundings while walking around the cage). Based on the Wilcoxon test carried out at α = 0.05, the result is that there is no difference between pre-treatment and post-treatment of predatory sounds. This is assumed because the sound of predators less influences daily behaviour change of rehabilitant javan slow loris on pre-treatment and post-treatment significantly."