SlideShare a Scribd company logo
Опыт сбора и организации данных
при помощи продуктов NextGIS и
SQLite/SpatiaLite в полевых
зоологических исследованиях
Яцюк Егор
НПП «Гомольшанские леса»
Музей природы ХНУ имени В.Н. Каразина
Собираемые данные
Проверки Проверки + промеры
Состав погадок
Характеристики участков
Заселенность и успешность
гнездовых участков
Проблема увеличения объёма данных
Таблицы как:
• способ организации
данных
• способ визуализации
SQLite/Spatialite
http://www.gaia-gis.it/gaia-sins/
• Популярность
• Встраиваемая (не требует подключения к серверу)
SpatiaLite Cookbook
Создание БД
• Определение потенциальных запросов
• Определение полей и их формата
• Повторяющиеся и уникальные значения
• Схема базы данных
• Подготовка данных в электронных таблицах →
формат .csv
• Собственно создание базы
Работа в QGIS
• Для создания view лучше использовать плагин
QSpatiaLite
Пример рабочей карты для проверок
Пример визуализации – относительная
доля луговых видов млекопитающих в
питании каждой пары
Гнездовые и используемые дупла
в 2016 году
Дупло в динамике
03.01.2005 31.10.2013
Визуализация собранных данных – результат запроса
Полезные советы
• Записывать все команды и пояснения в
текстовый файл
• Дублировать данные для сохранности
• “Кавычки”
Сбор данных в поле
• NextGIS Mobile http://nextgis.ru/nextgis-mobile/
Создание формы для NextGIS Mobile
1. Создаем файл с нумерацией точек и полями для
проверки (пустыми)
2. Загружаем в WebGIS
3. Открываем в NextGIS FormBuilder (
http://nextgis.ru/nextgis-formbuilder/)
4. Создаем форму и сохраняем файл на устройство
5. Сбор данных
6. Получение таблицы данных из заполненной
формы
7. Добавление данных в базу «вручную»

More Related Content

Viewers also liked

Vasyl Korets The experience of using the geographic information system qgis...
Vasyl Korets   The experience of using the geographic information system qgis...Vasyl Korets   The experience of using the geographic information system qgis...
Vasyl Korets The experience of using the geographic information system qgis...
Anton Biatov
 
Dmitry Lyashenko Geoinformation environmental mapping in Ukraine
Dmitry Lyashenko   Geoinformation environmental mapping in UkraineDmitry Lyashenko   Geoinformation environmental mapping in Ukraine
Dmitry Lyashenko Geoinformation environmental mapping in Ukraine
Anton Biatov
 
Natalia Brusentsova Cerviformes seu artiodactyla monitoring organization in...
Natalia Brusentsova   Cerviformes seu artiodactyla monitoring organization in...Natalia Brusentsova   Cerviformes seu artiodactyla monitoring organization in...
Natalia Brusentsova Cerviformes seu artiodactyla monitoring organization in...
Anton Biatov
 
Volodymyr Pasternak Application of GIS-technologies for research of forest ...
Volodymyr Pasternak   Application of GIS-technologies for research of forest ...Volodymyr Pasternak   Application of GIS-technologies for research of forest ...
Volodymyr Pasternak Application of GIS-technologies for research of forest ...
Anton Biatov
 
Irina Yakovleva Prospects for using modern technologies and adaptations in ...
Irina Yakovleva   Prospects for using modern technologies and adaptations in ...Irina Yakovleva   Prospects for using modern technologies and adaptations in ...
Irina Yakovleva Prospects for using modern technologies and adaptations in ...
Anton Biatov
 
Yevhen Skubak Use of GIS to map northern predators of mammals into the Svya...
Yevhen Skubak   Use of GIS to map northern predators of mammals into the Svya...Yevhen Skubak   Use of GIS to map northern predators of mammals into the Svya...
Yevhen Skubak Use of GIS to map northern predators of mammals into the Svya...
Anton Biatov
 
Ivan Oliynikov Using data of multiscale mapping to analyze the development ...
Ivan Oliynikov   Using data of multiscale mapping to analyze the development ...Ivan Oliynikov   Using data of multiscale mapping to analyze the development ...
Ivan Oliynikov Using data of multiscale mapping to analyze the development ...
Anton Biatov
 
Svetlana Vinokurova Assessment of the condition of reed associations in the...
Svetlana Vinokurova   Assessment of the condition of reed associations in the...Svetlana Vinokurova   Assessment of the condition of reed associations in the...
Svetlana Vinokurova Assessment of the condition of reed associations in the...
Anton Biatov
 
Dmitry Dyadin the experience of using mobile gis applications for urban env...
Dmitry Dyadin   the experience of using mobile gis applications for urban env...Dmitry Dyadin   the experience of using mobile gis applications for urban env...
Dmitry Dyadin the experience of using mobile gis applications for urban env...
Anton Biatov
 
Roman Sizo Society for conservation gis - ua
Roman Sizo   Society for conservation gis - uaRoman Sizo   Society for conservation gis - ua
Roman Sizo Society for conservation gis - ua
Anton Biatov
 
Mykola Kozyr Git Hub and GIS from user to developer
Mykola Kozyr   Git Hub and GIS from user to developerMykola Kozyr   Git Hub and GIS from user to developer
Mykola Kozyr Git Hub and GIS from user to developer
Anton Biatov
 
Yuriy Protsenko Annual experience of using the GIS of the Pyriatynsky natio...
Yuriy Protsenko   Annual experience of using the GIS of the Pyriatynsky natio...Yuriy Protsenko   Annual experience of using the GIS of the Pyriatynsky natio...
Yuriy Protsenko Annual experience of using the GIS of the Pyriatynsky natio...
Anton Biatov
 
Svetlana Vinokurova Visualization of time, web map of the dynamics of the r...
Svetlana Vinokurova   Visualization of time, web map of the dynamics of the r...Svetlana Vinokurova   Visualization of time, web map of the dynamics of the r...
Svetlana Vinokurova Visualization of time, web map of the dynamics of the r...
Anton Biatov
 
Sergei Gorodilov Geocoding. What, why and how
Sergei Gorodilov   Geocoding. What, why and howSergei Gorodilov   Geocoding. What, why and how
Sergei Gorodilov Geocoding. What, why and how
Anton Biatov
 
Anton Biatov Vegetation indices (general concepts)
Anton Biatov   Vegetation indices (general concepts)Anton Biatov   Vegetation indices (general concepts)
Anton Biatov Vegetation indices (general concepts)
Anton Biatov
 
Vladimir Kletenkin Practical use of GIS in the Dvurechansky national park i...
Vladimir Kletenkin   Practical use of GIS in the Dvurechansky national park i...Vladimir Kletenkin   Practical use of GIS in the Dvurechansky national park i...
Vladimir Kletenkin Practical use of GIS in the Dvurechansky national park i...
Anton Biatov
 
Anton Biatov - Report about ArcGIS using by ESRI conservation program in GIS...
Anton Biatov - Report about ArcGIS using  by ESRI conservation program in GIS...Anton Biatov - Report about ArcGIS using  by ESRI conservation program in GIS...
Anton Biatov - Report about ArcGIS using by ESRI conservation program in GIS...
Anton Biatov
 

Viewers also liked (17)

Vasyl Korets The experience of using the geographic information system qgis...
Vasyl Korets   The experience of using the geographic information system qgis...Vasyl Korets   The experience of using the geographic information system qgis...
Vasyl Korets The experience of using the geographic information system qgis...
 
Dmitry Lyashenko Geoinformation environmental mapping in Ukraine
Dmitry Lyashenko   Geoinformation environmental mapping in UkraineDmitry Lyashenko   Geoinformation environmental mapping in Ukraine
Dmitry Lyashenko Geoinformation environmental mapping in Ukraine
 
Natalia Brusentsova Cerviformes seu artiodactyla monitoring organization in...
Natalia Brusentsova   Cerviformes seu artiodactyla monitoring organization in...Natalia Brusentsova   Cerviformes seu artiodactyla monitoring organization in...
Natalia Brusentsova Cerviformes seu artiodactyla monitoring organization in...
 
Volodymyr Pasternak Application of GIS-technologies for research of forest ...
Volodymyr Pasternak   Application of GIS-technologies for research of forest ...Volodymyr Pasternak   Application of GIS-technologies for research of forest ...
Volodymyr Pasternak Application of GIS-technologies for research of forest ...
 
Irina Yakovleva Prospects for using modern technologies and adaptations in ...
Irina Yakovleva   Prospects for using modern technologies and adaptations in ...Irina Yakovleva   Prospects for using modern technologies and adaptations in ...
Irina Yakovleva Prospects for using modern technologies and adaptations in ...
 
Yevhen Skubak Use of GIS to map northern predators of mammals into the Svya...
Yevhen Skubak   Use of GIS to map northern predators of mammals into the Svya...Yevhen Skubak   Use of GIS to map northern predators of mammals into the Svya...
Yevhen Skubak Use of GIS to map northern predators of mammals into the Svya...
 
Ivan Oliynikov Using data of multiscale mapping to analyze the development ...
Ivan Oliynikov   Using data of multiscale mapping to analyze the development ...Ivan Oliynikov   Using data of multiscale mapping to analyze the development ...
Ivan Oliynikov Using data of multiscale mapping to analyze the development ...
 
Svetlana Vinokurova Assessment of the condition of reed associations in the...
Svetlana Vinokurova   Assessment of the condition of reed associations in the...Svetlana Vinokurova   Assessment of the condition of reed associations in the...
Svetlana Vinokurova Assessment of the condition of reed associations in the...
 
Dmitry Dyadin the experience of using mobile gis applications for urban env...
Dmitry Dyadin   the experience of using mobile gis applications for urban env...Dmitry Dyadin   the experience of using mobile gis applications for urban env...
Dmitry Dyadin the experience of using mobile gis applications for urban env...
 
Roman Sizo Society for conservation gis - ua
Roman Sizo   Society for conservation gis - uaRoman Sizo   Society for conservation gis - ua
Roman Sizo Society for conservation gis - ua
 
Mykola Kozyr Git Hub and GIS from user to developer
Mykola Kozyr   Git Hub and GIS from user to developerMykola Kozyr   Git Hub and GIS from user to developer
Mykola Kozyr Git Hub and GIS from user to developer
 
Yuriy Protsenko Annual experience of using the GIS of the Pyriatynsky natio...
Yuriy Protsenko   Annual experience of using the GIS of the Pyriatynsky natio...Yuriy Protsenko   Annual experience of using the GIS of the Pyriatynsky natio...
Yuriy Protsenko Annual experience of using the GIS of the Pyriatynsky natio...
 
Svetlana Vinokurova Visualization of time, web map of the dynamics of the r...
Svetlana Vinokurova   Visualization of time, web map of the dynamics of the r...Svetlana Vinokurova   Visualization of time, web map of the dynamics of the r...
Svetlana Vinokurova Visualization of time, web map of the dynamics of the r...
 
Sergei Gorodilov Geocoding. What, why and how
Sergei Gorodilov   Geocoding. What, why and howSergei Gorodilov   Geocoding. What, why and how
Sergei Gorodilov Geocoding. What, why and how
 
Anton Biatov Vegetation indices (general concepts)
Anton Biatov   Vegetation indices (general concepts)Anton Biatov   Vegetation indices (general concepts)
Anton Biatov Vegetation indices (general concepts)
 
Vladimir Kletenkin Practical use of GIS in the Dvurechansky national park i...
Vladimir Kletenkin   Practical use of GIS in the Dvurechansky national park i...Vladimir Kletenkin   Practical use of GIS in the Dvurechansky national park i...
Vladimir Kletenkin Practical use of GIS in the Dvurechansky national park i...
 
Anton Biatov - Report about ArcGIS using by ESRI conservation program in GIS...
Anton Biatov - Report about ArcGIS using  by ESRI conservation program in GIS...Anton Biatov - Report about ArcGIS using  by ESRI conservation program in GIS...
Anton Biatov - Report about ArcGIS using by ESRI conservation program in GIS...
 

Egor Yatsjuk Experience in collecting and organizing data using next gis and sqite products in field zoological studies